2017 Syngenta Crop Challenge in Analytics Winner Announced - Joseph Byrum
abstract: They put a great deal of thought and contemplation into a very complex problem, and then solved it systematically.
alternative headline: 2017 Syngenta Crop Challenge in Analytics Winner Announced
author: Joseph Byrum
citation: https://www.syngenta-us.com/newsroom/news_release_detail
date modified: 2017-10-04
date published: 2017-10-04
description: They put a great deal of thought and contemplation into a very complex problem, and then solved it systematically.
headline: 2017 Syngenta Crop Challenge in Analytics Winner Announced
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 93
type: Article
type: NewsArticle

3 Pieces of Advice for Agribusinesses Wanting to Keep Up with Innovation
abstract: In his third of a three-part series on open innovation, Byrum gives three pieces of advice for agribusinesses considering using open innovation.
abstract: Most agricultural companies won’t survive the next decade. Discover the hidden strategy that doubled our yields while competitors fell behind.
alternative headline: 3 Pieces of Advice For Agribusiness – Joseph Byrum
author: Joseph Byrum
citation: https://agfundernews.com/3-pieces-advice-agribusinesses-looking-keep-innovation
citation: https://agfundernews.com/
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://www.oecd.org/edu/50495363.pdf%22%20%5Ct%20%22_blank
date modified: 2016-12-05
date published: 2016-12-05
description: In his third of a three-part series on open innovation, Byrum gives three pieces of advice for agribusinesses considering using open innovation.
description: Most agricultural companies won’t survive the next decade. Discover the hidden strategy that doubled our yields while competitors fell behind.
is part of: Joseph Byrum's Website
keywords: agriculture, open innovation in agriculture
name: 3 Pieces of Advice For Agribusiness: Part 3
publisher: org-agfundernews
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 965
type: Article

4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
about: Complexity Economics
abstract: Learn the 4 core complexity economics principles including agent-based modeling and emergence that explain market crashes better than textbook theory.
alternative headline: 4 Primary Concepts of Complexity Economics – Joseph Byrum
author: Joseph Byrum
citation: http://tuvalu.santafe.edu/~wbarthur/Papers/Comp.Econ.SFI.pdf
citation: http://tuvalu.santafe.edu/~wbarthur/complexityeconomics.htm
citation: http://tuvalu.santafe.edu/~wbarthur/increasingreturns.htm
citation: http://www.scholarpedia.org/article/Agent_based_modeling
citation: https://datacenterhub.org/resources/11676/download/10NCEE-000296.pdf
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://ipcig.org/pub/IPCTechnicalPaper4.pdf
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2020.06.08/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.santafe.edu/news-center/news/learn-agent-based-modeling
date modified: 2020-11-03
date published: 2020-11-03
description: Learn the 4 core complexity economics principles including agent-based modeling and emergence that explain market crashes better than textbook theory.
is part of: Joseph Byrum's Website
keywords: Complex Systems, finance, seeing economic collapse and recovery through the lens of complexity economics
mentions: Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
mentions: The Situation Following a Pandemic: Complexity Economics Series Part 1
mentions: 8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
mentions: Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: 8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
subject of: Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
subject of: 4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
word count: 1527
type: Article

4 Technologies That Will Usher In Next Generation Farming
abstract: Technology that promises to unleash agricultural productivity is here today.
alternative headline: 4 Technologies That Will Usher In Next Generation Farming - Joseph Byrum
author: Joseph Byrum
citation: https://twitter.com/intent/tweet
citation: https://www.forbes.com/sites/gmoanswers/2016/01/26/four-technologies-that-will-usher-next-generation-farming/
date modified: 2016-01-26
date published: 2016-01-26
description: Technology that promises to unleash agricultural productivity is here today.
is part of: Joseph Byrum's Website
keywords: agriculture
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 635
type: Article

400 Trials Reveal: Plant Before May 12 & Save 19K Seeds – Joseph Byrum
abstract: Big data from 400+ trials reveals optimal soybean populations by region and date. Save 19,000 seeds per acre with the right timing.
author: Joseph Byrum
citation: http://usda.mannlib.cornell.edu/usda/current/CropProg/CropProg-04-24-2017.pdf
citation: https://en.wikipedia.org/wiki/Agriculture
citation: https://farmprogress.com
citation: https://www.farmprogress.com/planting/rethinking-soybean-planting-rate-part-two
date modified: 2017-05-04
date published: 2017-05-04
description: Big data from 400+ trials reveals optimal soybean populations by region and date. Save 19,000 seeds per acre with the right timing.
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research, series: rethinking soybean planting rate
name: 400 Trials Reveal: Plant Before May 12 & Save 19K Seeds
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1185
type: Article

8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
about: Complexity Economics
abstract: From butterfly effects to clustered volatility—8 complexity economics concepts that reveal why small events trigger massive market crashes and recoveries.
alternative headline: 8 More Concepts of Complexity Economics – Joseph Byrum
author: Joseph Byrum
citation: http://nautil.us/issue/33/attraction/describing-people-as-particles-isnt-always-a-bad-idea
citation: http://news.mit.edu/2008/obit-lorenz-0416
citation: https://core.ac.uk/download/pdf/82395598.pdf
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://link.springer.com/content/pdf/bfm%3A978-1-137-43497-5%2F1.pdf
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2021.01.05/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.analogictips.com/faq-what-is-feedback/
citation: https://www.independent.org/publications/tir/article.asp
citation: https://www.researchgate.net/publication/312038536_Butterfly_Theory_of_Crisis_Management
date modified: 2020-12-21
date published: 2020-12-21
description: From butterfly effects to clustered volatility—8 complexity economics concepts that reveal why small events trigger massive market crashes and recoveries.
is part of: Joseph Byrum's Website
keywords: Complex Systems, finance, seeing economic collapse and recovery through the lens of complexity economics
mentions: 4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
mentions: Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
mentions: The Situation Following a Pandemic: Complexity Economics Series Part 1
mentions: Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
subject of: 8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
word count: 2332
type: Article

A Conversation With Joseph Byrum, Ph.D., MBA, PMP - Joseph Byrum
abstract: A little bit of optimization has big positive environmental impacts. It’s a win-win for everyone involved and it’s the best sustainable development play.
alternative headline: A Conversation With Joseph Byrum, Ph.D., MBA, PMP
author: Joseph Byrum
citation: https://www.liebertpub.com/doi/10.1089/ind.2017.29082.jby
date modified: 2017-06-01
date published: 2017-06-01
description: A little bit of optimization has big positive environmental impacts. It’s a win-win for everyone involved and it’s the best sustainable development play.
headline: A Conversation With Joseph Byrum, Ph.D., MBA, PMP
is part of: Joseph Byrum's Website
keywords: Data Analytics and Operations Research, interviews
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 285
type: Article
type: NewsArticle

Contributed Content: A Deeper Dive into Farm Investment | Global AgInvesting
about: Technology
abstract: By Joseph Byrum When faced with a choice between investing in whatever technology startup is hot these days and what’s essentially a very large patch of dirt, the choice for many is obvious. Shiny beats dirty every time. But maybe that’s not the right way to look at things. My last article explored how the […]
abstract: Farmland prices are primed for growth as they are currently in an equilibrium state but have only just begun implementing growth-generating technology.
alternative headline: A Deeper Dive into Farm Investment - Joseph Byrum
author: Joseph Byrum
citation: https://apnews.com/press-release/pr-wiredrelease/9c3e5389a13d6eb3e6bd6f6a04fbf301
citation: https://data.worldbank.org/indicator/AG.LND.AGRI.ZS
citation: https://farmland.illinois.edu/wp-content/uploads/2019/09/Farmland-Markets-Performance-and-Issues-Center-Draft-public.pdf
citation: https://globalaginvesting.com/contributed-content-2/
citation: https://www.frontiersin.org/articles/10.3389/fsufs.2020.00098/full
date modified: 2021-04-27
date published: 2021-04-07
date published: 2021-04-27
description: By Joseph Byrum When faced with a choice between investing in whatever technology startup is hot these days and what’s essentially a very large patch of dirt, the choice for many is obvious. Shiny beats dirty every time. But maybe that’s not the right way to look at things. My last article explored how the […]
description: Farmland prices are primed for growth as they are currently in an equilibrium state but have only just begun implementing growth-generating technology.
is part of: Joseph Byrum's Website
keywords: Portfolio Management, Real Assets
name: A Deeper Dive into Farm Investment
publisher: org-global-aginvesting
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1139
type: Article

A Dynamic Career: What Grad Students Should Know - Joseph Byrum
abstract: Joseph Byrum is a leader known for constantly questioning how powerful industries use data to inform their decisions and practices. A trained PhD geneticist with an MBA, he is a worldwide leader in AI, 'big data,' the financial industry and agriculture.
alternative headline: A Dynamic Career: What Grad Students Should Know
author: Joseph Byrum
citation: https://grad.msu.edu/events/dynamic-career-what-grad-students-should-know
date modified: 2021-10-08
date published: 2021-10-08
description: Joseph Byrum is a leader known for constantly questioning how powerful industries use data to inform their decisions and practices. A trained PhD geneticist with an MBA, he is a worldwide leader in AI, 'big data,' the financial industry and agriculture.
headline: A Dynamic Career: What Grad Students Should Know
is part of: Joseph Byrum's Website
keywords: interviews, Leadership
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 317
type: Article
type: NewsArticle

A Leadership Style Focused on Creating Intelligent Enterprise
author: Joseph Byrum
is part of: Joseph Byrum's Website
mentions: Intelligent Enterprise
mentions: Leadership
subject of: The Intelligent Enterprise
type: Article
type: NewsArticle

A Leadership Style Focused on Creating 'Intelligent Enterprise' - Joseph Byrum
abstract: Leadership in technology isn’t just about building impressive system – it’s about creating environments where diverse teams can collaborate to solve problems.
author: Joseph Byrum
citation: https://theceoviews.com/a-leadership-style-focused-on-creating-intelligent-enterprise/
date modified: 2025-08-07
date published: 2025-08-07
description: Leadership in technology isn’t just about building impressive system – it’s about creating environments where diverse teams can collaborate to solve problems.
is part of: Joseph Byrum's Website
keywords: cognitive diversity
name: A Leadership Style Focused on Creating 'Intelligent Enterprise'
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 58
type: Article

A method for identifying genetic marker loci associated with trait loci
about: Marker-Assisted Selection
abstract: Quantitative genetic methods for identifying genetic marker loci associated with trait loci in plants. Fundamental approach enabling marker-assisted selection and accelerated breeding programs for crop improvement.
author: Joseph Byrum
description: Quantitative genetic methods for identifying genetic marker loci associated with trait loci in plants. Fundamental approach enabling marker-assisted selection and accelerated breeding programs for crop improvement.
is part of: Joseph Byrum's Website
type: Article

A method for identifying genetic market loci associated with trait loci.
about: Biotechnology
about: Technology
abstract: A method for identifying genetic market loci associated with trait loci.. Contributes to agricultural biotechnology and crop improvement through advanced genetic and breeding methodologies.
author: Joseph Byrum
description: A method for identifying genetic market loci associated with trait loci.. Contributes to agricultural biotechnology and crop improvement through advanced genetic and breeding methodologies.
is part of: Joseph Byrum's Website
type: Article

A method for indentifying genetic marker loci associated with trait loci
about: Marker-Assisted Selection
abstract: Quantitative genetic methods for identifying genetic marker loci associated with trait loci in plants. Fundamental approach enabling marker-assisted selection and accelerated breeding programs for crop improvement.
author: Joseph Byrum
description: Quantitative genetic methods for identifying genetic marker loci associated with trait loci in plants. Fundamental approach enabling marker-assisted selection and accelerated breeding programs for crop improvement.
is part of: Joseph Byrum's Website
type: Article

A Quantum Future for Medical Breakthroughs
abstract: Done right, quantum computing could sort through large genetic datasets and find combinations that supercharge the immune system to prevent disease.
alternative headline: A Quantum Future for Medical Breakthroughs - Joseph Byrum
author: Joseph Byrum
citation: https://doi.org/10.1016/j.cell.2012.05.044
citation: https://doi.org/10.1016/j.copbio.2014.01.012
citation: https://doi.org/10.1029/2018GL078133
citation: https://doi.org/10.1038/s41588-020-00755-1
citation: https://doi.org/10.1109/TNS.1979.4330269
citation: https://doi.org/10.1371/journal.pbio.1002533
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2022.01.02/full/
citation: https://www.genome.gov/genetics-glossary/Polygenic-Trait
citation: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3491892/
citation: https://www.nejm.org/doi/full/10.1056/NEJMc2026172
date modified: 2021-11-12
date published: 2021-11-12
description: Done right, quantum computing could sort through large genetic datasets and find combinations that supercharge the immune system to prevent disease.
is part of: Joseph Byrum's Website
keywords: Quantum Computing
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: A Quantum Future for Medical Breakthroughs
word count: 1309
type: Article

Accelerating the Quest for Alpha with AI
abstract: DARPA’s fighter jet AI becomes the intelligent enterprise model for finance. Generate alpha through real-time textual analytics and market insight.
alternative headline: Accelerating the Quest for Alpha with AI - Joseph Byrum
author: Joseph Byrum
citation: https://cutter.com/
citation: https://en.wikipedia.org/wiki/Artificial_intelligence
citation: https://en.wikipedia.org/wiki/Portfolio_management
citation: https://www.cutter.com/sites/default/files/itjournal/2020/cbtj2011b.pdf
citation: https://www.linkedin.com/in/josephbyrumchiefinnovator/recent-activity/articles/
citation: https://www.springernature.com/gp/products/books
date modified: 2020-06-01
date published: 2020-06-01
description: DARPA’s fighter jet AI becomes the intelligent enterprise model for finance. Generate alpha through real-time textual analytics and market insight.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, OODA loop, Portfolio Management
publisher: org-cutter
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 737
type: Article

Advanced Analytics for Agricultural Product Development - Joseph Byrum
abstract: Syngenta Soybean Research and Development (R&D) is leading Syngenta’s corporate plant-breeding strategy by developing and implementing a new product development model that is enabling the creation of an efficient and effective soybean breeding strategy.
author: Joseph Byrum
citation: https://pubsonline.informs.org/doi/10.1287/inte.2015.0823
date modified: 2016-02-01
date published: 2016-02-01
description: Syngenta Soybean Research and Development (R&D) is leading Syngenta’s corporate plant-breeding strategy by developing and implementing a new product development model that is enabling the creation of an efficient and effective soybean breeding strategy.
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research, franz edelman prize
name: Advanced Analytics for Agricultural Product Development
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 166
type: Article

Advancing to the Next Level: Data as Agriculture's New Currency Part 3
about: Data as Agriculture's New Currency
about: Agriculture
abstract: This last in a three-part series by Joe Byrum explores the use of data by non-farming organizations and the need to improve data collection for the benefit of the whole agriculture industry.
author: Joseph Byrum
date published: 2017-05-29
description: This last in a three-part series by Joe Byrum explores the use of data by non-farming organizations and the need to improve data collection for the benefit of the whole agriculture industry.
headline: Data as Agriculture’s New Currency: Advancing to the Next Level
is part of: Joseph Byrum's Website
mentions: Data As Agriculture's New Currency
publisher: org-agfundernews
type: Article

Advancing to the Next Level – Joseph Byrum
abstract: From fax machines to real-time sensors—discover why outdated data collection is costing farmers billions and how to fix it.
author: Joseph Byrum
citation: http://usda.mannlib.cornell.edu/MannUsda/viewDocumentInfo.do
citation: http://www.sciencedirect.com/science/article/pii/S0378429015000866
citation: https://agfundernews.com/data-agricultures-new-currency-advancing-next-level
citation: https://en.wikipedia.org/wiki/Agriculture
citation: https://en.wikipedia.org/wiki/Operations_research
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.istockphoto.com/photo/closeup-of-modern-farmer-checking-organic-vegetables-identification-with-barcode-gm1183523073-332798367
citation: https://www.usda.gov/oce/commodity/wasde/
date modified: 2017-05-29
date published: 2017-05-29
description: From fax machines to real-time sensors—discover why outdated data collection is costing farmers billions and how to fix it.
is part of: Joseph Byrum's Website
keywords: agriculture, data as agricultures new currency
name: Advancing to the Next Level: Data as Agriculture’s New Currency Part 3
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1035
type: Article

Adversarial Entity Displacement: Conflation Engineering Guide
abstract: Learn how adversarial entity displacement uses conflation engineering to attack AI citation signals, dropping entity authority through false attribution.
author: Joseph Byrum
date modified: 2026-05-22
date published: 2026-05-21
description: Learn how adversarial entity displacement uses conflation engineering to attack AI citation signals, dropping entity authority through false attribution.
is part of: Joseph Byrum's Website
keywords: adversarial entity displacement, AI citation, conflation engineering, Entity Authority Score, SEO attack
publisher: org-joseph-byrum
word count: 1461
type: Article

Agriculture Analytics: Solutions Reflect Farmland's True Value
about: Agriculture
abstract: Each percentage point shift in farmland value moves the national ledger to the tune of $26 billion.
alternate name: Agriculture Analytics: Solutions Reflect Farmland’s True Value
alternative headline: Agriculture Analytics: Solutions Reflect Farmland's True Value - Joseph Byrum
author: Joseph Byrum
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2017.04.04/full/
date modified: 2017-07-03
date published: 2017-07-03
description: Each percentage point shift in farmland value moves the national ledger to the tune of $26 billion.
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research
mentions: Agriculture Analytics: Solutions Reflect Farmland’s True Value
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1521
type: Article

Agriculture: Fertile Ground for Analytics and Innovation
about: Agriculture
abstract: The most fertile ground for operations research today is agriculture by feeding billions of people who may otherwise lack food security.
alternative headline: Agriculture: Fertile Ground for Analytics and Innovation - Joseph Byrum
author: Joseph Byrum
citation: https://pubsonline.informs.org/do/10.1287/orms.2015.06.10/full/
date modified: 2015-12-07
date published: 2015-12-07
description: The most fertile ground for operations research today is agriculture by feeding billions of people who may otherwise lack food security.
is part of: Joseph Byrum's Website
keywords: Data Analytics and Operations Research
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Agriculture: Fertile Ground for Analytics and Innovation
word count: 1948
type: Article

Agriculture's need for analytics and IoT - Joseph Byrum
abstract: Analytics can play a major role in ensuring a growing world population will have enough food to eat for generations to come.
author: Joseph Byrum
citation: https://go.gale.com/ps/i.do
citation: https://techcrunch.com/2016/11/19/the-tech-that-will-feed-the-world/
date modified: 2017-04-01
date published: 2017-04-01
description: Analytics can play a major role in ensuring a growing world population will have enough food to eat for generations to come.
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research
name: Agriculture’s need for analytics and IoT
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 117
type: Article

Agronomically elite soybeans with high β-conglycinin content
abstract: Agronomically elite soybean varieties with elevated β-conglycinin protein content while maintaining high yield potential. Valuable for enhanced nutritional quality and functional protein properties in soy-based products.
author: Joseph Byrum
description: Agronomically elite soybean varieties with elevated β-conglycinin protein content while maintaining high yield potential. Valuable for enhanced nutritional quality and functional protein properties in soy-based products.
is part of: Joseph Byrum's Website
type: Article

AI and ETFs: The Machines Are Coming (But Not Always Winning) - Joseph Byrum
abstract: ETFs using machine learning and natural language processing to pick stocks do not consistently outperform indices . . . yet.
author: Joseph Byrum
citation: https://www.ft.com/content/98b1aea6-b0f0-4786-9899-2f674cb1ebf8
date modified: 2023-04-23
date published: 2023-04-23
description: ETFs using machine learning and natural language processing to pick stocks do not consistently outperform indices . . . yet.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Portfolio Management
name: AI and ETFs: The Machines Are Coming (But Not Always Winning)
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 80
type: Article

AI Authority Flow Stock: Surviving Equilibrium Collapse
abstract: How temporal depth and vocabulary sovereignty create durable AI authority advantages even as competitive adoption eliminates flow benefits.
author: Joseph Byrum
date modified: 2026-05-22
date published: 2026-05-21
description: How temporal depth and vocabulary sovereignty create durable AI authority advantages even as competitive adoption eliminates flow benefits.
is part of: Joseph Byrum's Website
keywords: AI authority, competitive advantage, equilibrium collapse, temporal depth, vocabulary sovereignty
publisher: org-joseph-byrum
word count: 1958
type: Article

AI Has Never Heard Of Your Company: The Asset Class Your Accounting Framework Cannot See
abstract: Here's why the C-suite needs to understand entity engineering as a corporate asset, not a digital marketing tactic.
author: Joseph Byrum
date published: 2026-04-20
description: Here's why the C-suite needs to understand entity engineering as a corporate asset, not a digital marketing tactic.
is part of: Joseph Byrum's Website
publisher: org-forbes
type: Article

AI in Financial Portfolio Management: Practical Considerations and Use Cases - Joseph Byrum
abstract: Successful AI usage will always involve an optimum mix of machine-provided and human-based services, where the AI enhances and accelerates human portfolio decision-making and saves labor costs.
author: Joseph Byrum
citation: https://cutter.com/
citation: https://doi.org/10.1007/978-3-030-75729-8_9
citation: https://en.wikipedia.org/wiki/Artificial_intelligence
citation: https://en.wikipedia.org/wiki/Portfolio_management
citation: https://link.springer.com/book/10.1007/978-3-030-75729-8
citation: https://www.linkedin.com/in/josephbyrumchiefinnovator/recent-activity/articles/
citation: https://www.springernature.com/gp/products/books
date modified: 2022-01-01
date published: 2022-01-01
description: Successful AI usage will always involve an optimum mix of machine-provided and human-based services, where the AI enhances and accelerates human portfolio decision-making and saves labor costs.
is part of: Joseph Byrum's Website
keywords: books, finance
name: AI in Financial Portfolio Management: Practical Considerations and Use Cases
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 293
type: Article

AI Is a Test for Humanity. Will It Pass?
abstract: AI will help drive progress by augmenting human abilities. As long as society keeps an open mind, humanity will have a chance of passing the AI test.
alternative headline: AI Is a Test for Humanity. Will It Pass? - Joseph Byrum
author: Joseph Byrum
citation: https://technologyreview.com/s/601897/tougher-turing-test-exposeschatbots-
citation: https://www.liebertpub.com/doi/full/10.1089/ind.2019.29189.jby
date modified: 2019-10-15
date published: 2019-10-15
description: AI will help drive progress by augmenting human abilities. As long as society keeps an open mind, humanity will have a chance of passing the AI test.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Policy
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: AI Is a Test for Humanity. Will It Pass?
word count: 1001
type: Article

AI is No Laughing Matter
abstract: Joseph Byrum, our resident AI guru/philosopher/whisperer and member of INFORMS, weighs in on AI’s strengths and weaknesses.
alternative headline: AI is No Laughing Matter - Joseph Byrum
author: Joseph Byrum
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2019.02.04/full/
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2019.02.09/full/
date modified: 2019-02-28
date published: 2019-02-28
description: Joseph Byrum, our resident AI guru/philosopher/whisperer and member of INFORMS, weighs in on AI’s strengths and weaknesses.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: AI is No Laughing Matter
word count: 80
type: Article

AI Market First-Mover Lock Closing Window
abstract: 78% of companies are invisible to AI. First-mover advantage in AI visibility is closing fast. Learn how to secure your position before it’s too late.
author: Joseph Byrum
date modified: 2026-05-22
date published: 2026-05-21
description: 78% of companies are invisible to AI. First-mover advantage in AI visibility is closing fast. Learn how to secure your position before it’s too late.
is part of: Joseph Byrum's Website
keywords: AI visibility, digital presence, first-mover advantage, market dominance, SEO for AI
publisher: org-joseph-byrum
word count: 1487
type: Article

AI: The Path to the Intelligent Enterprise
about: Intelligent Enterprise
abstract: INFORMS guide to building the intelligent enterprise. From Fortune 500 failures to Third Wave AI—discover the path to augmented intelligence.
alternative headline: AI: The Path to the Intelligent Enterprise – Joseph Byrum
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Intelligent_enterprise
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2018.04.08/full/
citation: https://pubsonline.informs.org/magazine/orms-today
citation: https://shop.colgate.com/pages/e1
citation: https://sloanreview.mit.edu/
citation: https://www.computer.org/csdl/magazine/ex/1991/03/x3018/13rRUwI5U3Y
citation: https://www.iise.org/IEMagazine/Details2.aspx
citation: https://www.indiegogo.com/projects/a-i-watch-smartwatch-the-new-intelligence-life-is-here
citation: https://www.informationweek.com/
citation: https://www.youtube.com/watch
date modified: 2018-07-09
date published: 2018-07-09
description: INFORMS guide to building the intelligent enterprise. From Fortune 500 failures to Third Wave AI—discover the path to augmented intelligence.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, intelligent enterprise, Leadership
mentions: The Intelligent Enterprise
mentions: Engineering The Intelligent Enterprise
mentions: How the Intelligent Enterprise will Drive Innovation
mentions: Lockdown Lessons for the Intelligent Enterprise
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Lockdown Lessons for the Intelligent Enterprise
subject of: AI: The Path to the Intelligent Enterprise
word count: 1726
type: Article

AI’s Company Bias Solved with Byrum’s Dominance Inequality
abstract: Why does AI always name the same company? Not random – it’s the Dominance Inequality. Learn how coherence, corroboration, and a CPQ threshold flip the bias and how to prove it wrong.
author: Joseph Byrum
date modified: 2026-05-22
date published: 2026-05-21
description: Why does AI always name the same company? Not random – it’s the Dominance Inequality. Learn how coherence, corroboration, and a CPQ threshold flip the bias and how to prove it wrong.
is part of: Joseph Byrum's Website
keywords: AI bias, coherence, CPQ, Dominance Inequality, ontological dominance
publisher: org-joseph-byrum
word count: 1288
type: Article

AI's Global Impact: The 2024 Numbers Tell the Real Story - Consilience AI
about: Artificial Intelligence
abstract: The landscape of artificial intelligence has shifted dramatically, and if the 2024 AI Index Report tells us anything, it's that we've moved well beyond
abstract: The landscape of artificial intelligence has shifted dramatically, moving well beyond theoretical discussions into an era of practical deployment reshaping our world.
alternate name: AI’s Global Impact: The 2024 Numbers Tell the Real Story
alternative headline: AI's Global Impact: The 2024 Numbers Tell the Real Story - Joseph Byrum
author: Joseph Byrum
citation: https://hai.stanford.edu/ai-index/2024-ai-index-report
citation: https://www.linkedin.com/pulse/ais-global-impact-2024-numbers-tell-real-story-byrum-ph-d-mba-afyic/
date modified: 2024-12-16
date published: 2024-12-16
description: The landscape of artificial intelligence has shifted dramatically, and if the 2024 AI Index Report tells us anything, it's that we've moved well beyond
description: The landscape of artificial intelligence has shifted dramatically, moving well beyond theoretical discussions into an era of practical deployment reshaping our world.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence
name: AI's Global Impact: The 2024 Numbers Tell the Real Story
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 789
type: Article

Algorithmic Surrender: The Leadership Crisis No One Is Measuring
about: Strategic Thinking
about: Leadership
abstract: What happens when an entire generation never learns to evaluate people? We're witnessing this unfold in organizations today. AI systems were designed to augment decision making. Instead, they're producing an unintended consequence, the steady erosion of our capacity for independent judgment about other people. The question isn't whether AI will continue mediating organizational decisions. It will. The question is whether we can preserve the judgment capacity that algorithms cannot replace. My work building AI systems spans biotech to asset management. Across both domains, I observed brilliant executives who would never outsource strategic thinking to consultants, unconsciously outsourcing judgment to algorithms. The neural evidence from MIT suggests cognitive capacities that atrophy through AI dependence may not fully recover.
abstract: You must ask yourself whether you are building systems that augment human judgment or replace it.
author: Joseph Byrum
date published: 2025-12-25
date published: 2025-12-29
description: What happens when an entire generation never learns to evaluate people? We're witnessing this unfold in organizations today. AI systems were designed to augment decision making. Instead, they're producing an unintended consequence, the steady erosion of our capacity for independent judgment about other people. The question isn't whether AI will continue mediating organizational decisions. It will. The question is whether we can preserve the judgment capacity that algorithms cannot replace. My work building AI systems spans biotech to asset management. Across both domains, I observed brilliant executives who would never outsource strategic thinking to consultants, unconsciously outsourcing judgment to algorithms. The neural evidence from MIT suggests cognitive capacities that atrophy through AI dependence may not fully recover.
description: You must ask yourself whether you are building systems that augment human judgment or replace it.
is part of: Joseph Byrum's Website
publisher: org-forbes-technology-council
publisher: org-forbes
type: Article

Allying a Military Model to Financial Chaos
abstract: Developed for jet fighter pilots, four-stage OODA Loop can help financial analysts manage overwhelming flow of information.
alternative headline: Allying a Military Model to Financial Chaos – Joseph Byrum
author: Joseph Byrum
citation: https://cutter.com/
citation: https://en.wikipedia.org/wiki/Artificial_intelligence
citation: https://en.wikipedia.org/wiki/OODA_loop
citation: https://en.wikipedia.org/wiki/Portfolio_management
citation: https://pubsonline.informs.org/do/10.1287/orms.2019.01.01/full/
citation: https://www.linkedin.com/in/josephbyrumchiefinnovator/recent-activity/articles/
citation: https://www.springernature.com/gp/products/books
date modified: 2019-02-04
date published: 2019-02-04
description: Developed for jet fighter pilots, four-stage OODA Loop can help financial analysts manage overwhelming flow of information.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, OODA loop, Portfolio Management
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Allying a Military Model to Financial Chaos
word count: 1713
type: Article

Analytics and AI-driven enterprises thrive in the Age of With - Joseph Byrum
abstract: Over the course of his career, Byrum has worked with thousands of crowdsourcing projects, and he strongly believes that they generally yield more innovative solutions than working with internal domain experts.
author: Joseph Byrum
citation: https://www2.deloitte.com/us/en/insights/topics/analytics/insight-driven-organization.html
date modified: 2019-07-25
date published: 2019-07-25
description: Over the course of his career, Byrum has worked with thousands of crowdsourcing projects, and he strongly believes that they generally yield more innovative solutions than working with internal domain experts.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Data Analytics and Operations Research, Leadership
name: Analytics and AI-driven enterprises thrive in the Age of With
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 315
type: Article

Anxiety over artificial intelligence
about: Artificial Intelligence
abstract: Gartner predicts that by 2022, one in five workers engaged in mostly non-routine tasks will rely on AI to do a job.
alternate name: Anxiety Over Artificial Intelligence
alternative headline: Anxiety Over Artificial Intelligence - Joseph Byrum
author: Joseph Byrum
citation: http://www.boxofficemojo.com/franchises/chart/
citation: https://agfundernews.com/the-challenges-for-artificial-intelligence-in-agriculture.html
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2018.01.01/full/
citation: https://www.aaai.org/ojs/index.php/aimagazine/article/view/433
citation: https://www.cser.ac.uk/
citation: https://www.gatesnotes.com/Books/Homo-Deus
citation: https://www.informs.org/Recognizing-Excellence/INFORMS-Prizes/Franz-Edelman-Award
citation: https://www.mckinsey.com/~/media/McKinsey/Industries/Advanced%20Electronics/Our%20Insights/How%20artificial%20intelligence%20can%20deliver%20real%20value%20to%20companies/MGI-Artificial-Intelligence-D…
citation: https://www.nytimes.com/2015/10/25/opinion/sunday/with-gmo-policies-europe-turns-against-science.html
citation: https://www.nytimes.com/2016/07/01/us/stop-bashing-gmo-foods-more-than-100-nobel-laureates-say.html
date modified: 2018-01-01
date published: 2018-01-01
description: Gartner predicts that by 2022, one in five workers engaged in mostly non-routine tasks will rely on AI to do a job.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Data Analytics and Operations Research, idiosyncratic AI, Policy
mentions: Artificial Intelligence: Machines, Man and Intelligence
mentions: Teaching Artificial Intelligence To Do No Harm
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Artificial Intelligence: Machines, Man and Intelligence
subject of: Teaching Artificial Intelligence To Do No Harm
subject of: Anxiety over artificial intelligence
word count: 1557
type: Article

Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
about: Complexity Economics
abstract: The science of emergence has given businesses leaders the big picture of the world as holistically as possible.
alternative headline: Applying Complexity Economics Lessons To Recovery – Joseph Byrum
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2021.02.04/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.researchgate.net/publication/311940166_Evolving_Trading_Strategies_Using_Directional_Changes
citation: https://www.santafe.edu/news-center/news/transmission-t-010-bill-miller-investment-strategies-in-times-of-crisis
date modified: 2021-02-08
date published: 2021-02-08
description: The science of emergence has given businesses leaders the big picture of the world as holistically as possible.
is part of: Joseph Byrum's Website
keywords: Complex Systems, finance, seeing economic collapse and recovery through the lens of complexity economics
mentions: 4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
mentions: 8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
mentions: Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
mentions: The Situation Following a Pandemic: Complexity Economics Series Part 1
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
word count: 1100
type: Article

Artificial intelligence: help or hype? - Joseph Byrum
abstract: Joseph Byrum, our resident AI guru/philosopher, adds the human touch to the artificial intelligence discussion.
author: Joseph Byrum
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2020.02.03/full/
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2020.02.05/full/
date modified: 2020-02-28
date published: 2020-02-28
description: Joseph Byrum, our resident AI guru/philosopher, adds the human touch to the artificial intelligence discussion.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence
name: Artificial intelligence: help or hype?
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 75
type: Article

Artificial Intelligence: Machines, Man and Intelligence
about: Artificial Intelligence
abstract: Reflection on the fundamental differences between machines, mankind and the notion of intelligence itself – starting with foundations of AI.
alternative headline: Artificial Intelligence: Machines, Man and Intelligence - Joseph Byrum
author: Joseph Byrum
citation: http://www.dms489.com/PA/PA_index.html
citation: http://www.med.harvard.edu/aanlib/
citation: https://juneoven.com/the-oven
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2018.02.03/full/
citation: https://www.crcpress.com/Joint-Cognitive-Systems-Patterns-in-Cognitive-Systems-Engineering/Woods-Hollnagel/p/book/9780849339332
citation: https://www.nature.com/articles/nrneurol.2010.200
citation: https://www.sciencedirect.com/science/article/pii/S1364661315000236
date modified: 2018-03-12
date published: 2018-03-12
description: Reflection on the fundamental differences between machines, mankind and the notion of intelligence itself – starting with foundations of AI.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, intelligence theory, intelligent enterprise
mentions: Anxiety over artificial intelligence
mentions: Teaching Artificial Intelligence To Do No Harm
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Teaching Artificial Intelligence To Do No Harm
subject of: Artificial Intelligence: Machines, Man and Intelligence
word count: 2443
type: Article

Artificial Intelligence: The Values That Should Guide the AI Revolution
about: Artificial Intelligence
abstract: Artificial Intelligence technology has made tremendous leaps forward, yet it remains nowhere near its full potential.
alternative headline: Artificial Intelligence: The Values That Should Guide the AI Revolution - Joseph Byrum
author: Joseph Byrum
citation: http://standards.ieee.org/develop/indconn/ec/ead_v1.pdf
citation: https://aws.amazon.com/rekognition/
citation: https://futureoflife.org/ai-principles/
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2018.05.09/full/
citation: https://www.aclu.org/blog/privacy-technology/surveillance-technologies/amazons-face-recognition-falsely-matched-28
citation: https://www.acm.org/binaries/content/assets/public-policy/2017_usacm_statement_algorithms.pdf
citation: https://www.blog.google/technology/ai/ai-principles/
citation: https://www.ntsb.gov/news/press-releases/Pages/NR20180524.aspx
date modified: 2018-09-09
date published: 2018-09-09
description: Artificial Intelligence technology has made tremendous leaps forward, yet it remains nowhere near its full potential.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Policy
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Artificial Intelligence: The Values That Should Guide the AI Revolution
word count: 1419
type: Article

Artificial Intelligence’s Food Security Impact – Joseph Byrum
abstract: From slime mold designing railways to cyborg plants—discover how nature-inspired AI will solve the world’s food security crisis.
author: Joseph Byrum
citation: http://www-formal.stanford.edu/jmc/history/dartmouth/dartmouth.html
citation: https://agfundernews.com/ai-complexity-ai-the-future-of-food-bringing-it-all-together-ais-food-security-impact
citation: https://en.wikipedia.org/wiki/Agriculture
citation: https://en.wikipedia.org/wiki/Artificial_intelligence
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://ieeexplore.ieee.org/abstract/document/5949630
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://techcrunch.com/2018/04/11/how-artificial-intelligence-will-take-over-the-supermarket-produce-aisles/
citation: https://www.wired.com/2012/06/ray-bradbury-big-ideas/
date modified: 2021-04-22
date published: 2021-04-22
description: From slime mold designing railways to cyborg plants—discover how nature-inspired AI will solve the world’s food security crisis.
is part of: Joseph Byrum's Website
keywords: agriculture, Artificial Intelligence, Complex Systems, complexity AI and the future of food, Policy
name: Artificial Intelligence’s Food Security Impact: Complexity, AI and the Future of Food Part 6
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 855
type: Article

Artificial Intelligence's Food Security Impact: Complexity, AI and the Future of Food Part 6
about: Food Security
about: Agriculture
about: Artificial Intelligence
abstract: AI must be applied not just to growing more of this crop or that crop, but to optimizing agriculture’s entire value chain, writes Joseph Byrum.
author: Joseph Byrum
date published: 2021-04-22
description: AI must be applied not just to growing more of this crop or that crop, but to optimizing agriculture’s entire value chain, writes Joseph Byrum.
headline: Complexity, AI & the future of food: AI’s food security impact
is part of: Joseph Byrum's Website
mentions: Artificial Intelligence's Potential for Addressing Global Food Security
publisher: org-agfundernews
type: Article

Artificial Intelligence’s Potential for Addressing Global Food Security – Joseph Byrum
abstract: Given the connection between AI and nature, it’s worth exploring how AI can help solve one of the greatest practical challenges facing agriculture: food security.
author: Joseph Byrum
citation: http://www.fao.org/sustainable-development-goals/indicators/1231/en/
citation: http://www.fao.org/worldfoodsituation/foodpricesindex/en/
citation: http://www.fao.org/
citation: https://agfundernews.com/ai-complexity-ai-the-future-of-food-potential-for-addressing-global-food-security
citation: https://en.wikipedia.org/wiki/Agriculture
citation: https://en.wikipedia.org/wiki/Artificial_intelligence
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.fas.usda.gov/psdonline/circulars/production.pdf
citation: https://www.istockphoto.com/photo/prosthetic-hand-holding-cherry-tomato-gm1097455922-294710775
date modified: 2021-03-16
date published: 2021-03-16
description: Given the connection between AI and nature, it’s worth exploring how AI can help solve one of the greatest practical challenges facing agriculture: food security.
is part of: Joseph Byrum's Website
keywords: agriculture, Complex Systems, complexity AI and the future of food, Policy
name: Artificial Intelligence’s Potential for Addressing Global Food Security
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1074
type: Article

Artificial Intelligence's Potential for Addressing Global Food Security
about: Food Security
about: Agriculture
about: Artificial Intelligence
abstract: AI can help solve one of the greatest practical challenges facing agriculture: the problem of food security, writes Joseph Byrum.
author: Joseph Byrum
date published: 2021-03-16
description: AI can help solve one of the greatest practical challenges facing agriculture: the problem of food security, writes Joseph Byrum.
headline: Complexity, AI & the future of food: AI’s potential for addressing global food security
is part of: Joseph Byrum's Website
publisher: org-agfundernews
subject of: Artificial Intelligence's Food Security Impact: Complexity, AI and the Future of Food Part 6
type: Article

Avocado
about: Biotechnology
about: Technology
abstract: Avocado. Contributes to agricultural biotechnology and crop improvement through advanced genetic and breeding methodologies.
author: Joseph Byrum
description: Avocado. Contributes to agricultural biotechnology and crop improvement through advanced genetic and breeding methodologies.
is part of: Joseph Byrum's Website
type: Article

Beyond the Black Box: Rethinking How We Measure Machine Intelligence - Joseph Byrum
abstract: The challenge ahead lies not just in developing better ways to measure intelligence, but in reconceptualizing what we mean by intelligence in the first place.
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Artificial_intelligence
citation: https://en.wikipedia.org/wiki/Human_intelligence
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.aspeninstitute.org/longform/
citation: https://www.linkedin.com/in/josephbyrumchiefinnovator/recent-activity/articles/
citation: https://www.linkedin.com/pulse/beyond-black-box-rethinking-how-we-measure-machine-byrum-ph-d-mba-snjvc/
date modified: 2025-02-17
date published: 2025-02-17
description: The challenge ahead lies not just in developing better ways to measure intelligence, but in reconceptualizing what we mean by intelligence in the first place.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, intelligence theory
name: Beyond the Black Box: Rethinking How We Measure Machine Intelligence
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1026
type: Article

Big Data Is Transforming How Scientists Create Better Seeds - Joseph Byrum
abstract: Byrum’s team includes biologists, agronomists, mathematicians – even an experimental physicist. Once you present a problem in a way everyone can work on, he says, the broad-based approach to solving it reaps rewards. That, in turn, attracts top talent.
author: Joseph Byrum
citation: https://www.fastcompany.com/3062052/feeding-the-world-with-math
citation: https://www.kcur.org/agriculture/2017-05-08/big-data-is-transforming-how-scientists-create-better-seeds
date modified: 2017-05-08
date published: 2017-05-08
description: Byrum’s team includes biologists, agronomists, mathematicians – even an experimental physicist. Once you present a problem in a way everyone can work on, he says, the broad-based approach to solving it reaps rewards. That, in turn, attracts top talent.
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research
name: Big Data Is Transforming How Scientists Create Better Seeds
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 179
type: Article

Complexity, AI & the future of food: Biometrics & the future of food safety
abstract: Biometric tech has become part of our everyday lives, from opening a bank account to crossing a border or unlocking a phone - and it's coming to food, too.
abstract: From random inspections to digital fingerprints—discover how hyperspectral imaging reveals food contamination invisible to human eyes.
alternative headline: Biometrics & the Future of Food Safety – Joseph Byrum
author: Joseph Byrum
citation: https://agfundernews.com/biometric-complexity-ai-the-future-of-food-biometrics-the-future-of-food-safety
citation: https://en.wikipedia.org/wiki/Agriculture
citation: https://en.wikipedia.org/wiki/Artificial_intelligence
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://impactvi.com/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.istockphoto.com/photo/closeup-of-modern-farmer-checking-organic-vegetables-identification-with-barcode-gm1183523073-332798367
date modified: 2021-04-15
date published: 2021-04-15
description: Biometric tech has become part of our everyday lives, from opening a bank account to crossing a border or unlocking a phone - and it's coming to food, too.
description: From random inspections to digital fingerprints—discover how hyperspectral imaging reveals food contamination invisible to human eyes.
is part of: Joseph Byrum's Website
keywords: agriculture, complexity AI and the future of food
name: Biometrics & the Future of Food Safety: Complexity, AI & the Future of Food Part 5
publisher: org-agfundernews
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 922
type: Article

Boosting Agriculture's Climate Resilience: Complexity, AI, and the Future of Food Part 3
about: Climate Resilience
about: Agriculture
abstract: AI that learns through 'embodied intelligence' could boost agricultural resilience with its greater capacity to adapt to rapidly evolving climatic events.
author: Joseph Byrum
date published: 2021-03-30
description: AI that learns through 'embodied intelligence' could boost agricultural resilience with its greater capacity to adapt to rapidly evolving climatic events.
headline: Complexity, AI & the future of food: Boosting agriculture’s climate resilience
is part of: Joseph Byrum's Website
publisher: org-agfundernews
type: Article

Boosting Agriculture’s Climate Resilience – Joseph Byrum
abstract: From $7.5B derecho storms to $300B losses in poor countries—discover how embodied AI is revolutionizing climate-resilient farming.
author: Joseph Byrum
citation: http://fao.org/
citation: https://agfundernews.com/ai-complexity-ai-the-future-of-food-boosting-agricultures-climate-resilience
citation: https://agfundernews.com/historic-derecho-highlights-resilience-of-iowa-ag-infrastructure-through-difficulties-of-2020.html
citation: https://en.wikipedia.org/wiki/Agriculture
citation: https://en.wikipedia.org/wiki/Artificial_intelligence
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.istockphoto.com/photo/prosthetic-hand-holding-cherry-tomato-gm1097455922-294710775
citation: https://www.ncdc.noaa.gov/billions/
citation: https://www.ncdc.noaa.gov/
date modified: 2021-03-30
date published: 2021-03-30
description: From $7.5B derecho storms to $300B losses in poor countries—discover how embodied AI is revolutionizing climate-resilient farming.
is part of: Joseph Byrum's Website
keywords: agriculture, complexity AI and the future of food
name: Boosting Agriculture’s Climate Resilience: Complexity, AI, and the Future of Food Part 3
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 959
type: Article

Build a Diverse Team to Solve the AI Riddle - Joseph Byrum
abstract: Computer scientists failed at our AI project. English majors succeeded. Discover why diversity beats expertise in artificial intelligence.
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Crowdsourcing
citation: https://en.wikipedia.org/wiki/Open_innovation
citation: https://pubsonline.informs.org/magazine/orms-today
citation: https://sloanreview.mit.edu/article/build-a-diverse-team-to-solve-the-ai-riddle/
citation: https://sloanreview.mit.edu/article/improving-analytics-capabilities-through-crowdsourcing/
citation: https://sloanreview.mit.edu/
citation: https://www.informationweek.com/
date modified: 2020-05-18
date published: 2020-05-18
description: Computer scientists failed at our AI project. English majors succeeded. Discover why diversity beats expertise in artificial intelligence.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, cognitive diversity, Innovation, Leadership
name: Build a Diverse Team to Solve the AI Riddle
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 486
type: Article

Building an Analytical Talent Ecosystem at Principal - Joseph Byrum
abstract: Overall, Byrum’s philosophy is that cognitive diversity in his team and ecosystem are very important, and that many data science groups lack such diversity.
alternative headline: Building an Analytical Talent Ecosystem at Principal
author: Joseph Byrum
citation: https://www.forbes.com/sites/tomdavenport/2019/03/21/building-an-analytical-talent-ecosystem-at-principal/
date modified: 2019-03-21
date published: 2019-03-21
description: Overall, Byrum’s philosophy is that cognitive diversity in his team and ecosystem are very important, and that many data science groups lack such diversity.
headline: Building an Analytical Talent Ecosystem at Principal
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, cognitive diversity, Leadership, Portfolio Management
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 109
type: Article
type: NewsArticle

Byrum’s Law Epoch Shift: Rate Problem to Completeness
abstract: Learn how Byrum’s Law predicts the transition from a rate problem in parametric AI to a completeness threshold in knowledge graphs, and what it means for your content strategy.
author: Joseph Byrum
date modified: 2026-05-22
date published: 2026-05-21
description: Learn how Byrum’s Law predicts the transition from a rate problem in parametric AI to a completeness threshold in knowledge graphs, and what it means for your content strategy.
is part of: Joseph Byrum's Website
keywords: AI Architecture, Byrum's Law, Content Strategy, Epoch Shift, Knowledge Graphs
publisher: org-joseph-byrum
word count: 1128
type: Article

Michigan Farm News
about: Agriculture
about: Artificial Intelligence
abstract: Michigan Farm News
abstract: Published 8/8/2017 | Updated on 4/2/2025 Published on Michigan Farm News (Joseph Byrum) Machines began replacing humans in agriculture quite […]
alternative headline: Can Artificial Intelligence Save Agriculture? - Joseph Byrum
author: Joseph Byrum
citation: https://www.fastcompany.com/3063891/the-shocking-amount-of-science-and-tech-that-goes-into-a-can-of-tomato-soup
citation: https://www.michiganfarmnews.com/can-artificial-intelligence-save-agriculture
date modified: 2017-08-08
date published: 2017-08-08
description: Michigan Farm News
description: Published 8/8/2017 | Updated on 4/2/2025 Published on Michigan Farm News (Joseph Byrum) Machines began replacing humans in agriculture quite […]
is part of: Joseph Byrum's Website
keywords: agriculture, Artificial Intelligence
name: Can Artificial Intelligence Save Agriculture?
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
publisher: org-michiganfarmnewscom
word count: 739
type: Article

Churchill's Democratic Resistance to Technocratic Rule: A Framework for Technology and Governance - Joseph Byrum
abstract: Churchill’s 1901 warning about 'expert rule' predicted today’s AI governance crisis. His framework could prevent the technocratic takeover happening now.
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Winston_Churchill
citation: https://winstonchurchill.hillsdale.edu/h-g-wells-experts/
date modified: 2025-09-02
date published: 2025-09-02
description: Churchill’s 1901 warning about 'expert rule' predicted today’s AI governance crisis. His framework could prevent the technocratic takeover happening now.
is part of: Joseph Byrum's Website
keywords: history, military strategy
name: Churchill’s Democratic Resistance to Technocratic Rule: A Framework for Technology and Governance
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 2633
type: Article

Cognitive Sovereignty in the Age of AI: Why Organizations Need Odyssean Thinking - Joseph Byrum
abstract: Like opioids, AI gives immediate satisfaction while destroying Odyssean capability. The Manhattan Project needed these minds. Do you still have them?
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/David_Krakauer_(scientist)
citation: https://en.wikipedia.org/wiki/Murray_Gell-Mann
date modified: 2025-11-13
date published: 2025-11-13
description: Like opioids, AI gives immediate satisfaction while destroying Odyssean capability. The Manhattan Project needed these minds. Do you still have them?
is part of: Joseph Byrum's Website
keywords: cognitive sovereignty, history
name: Cognitive Sovereignty in the Age of AI: Why Organizations Need Odyssean Thinking
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 2412
type: Article

Compositions for production of soybean with elevated oil content
abstract: Compositions and methods for producing soybeans with elevated oil content while maintaining agronomic performance. Addresses the economic value of increased oil concentration in soybean production.
author: Joseph Byrum
description: Compositions and methods for producing soybeans with elevated oil content while maintaining agronomic performance. Addresses the economic value of increased oil concentration in soybean production.
is part of: Joseph Byrum's Website
type: Article

Contemporary Global Food Systems as Contested Space - Joseph Byrum
abstract: From ancient Rome to modern warfare—how control of food systems determines military victories. Special ops forces reveal hidden agricultural vulnerabilities.
author: Joseph Byrum
citation: https://cgsr.llnl.gov/sites/cgsr/files/2024-08/StratLatUnONLINE.pdf
date modified: 2021-01-01
date published: 2021-01-01
description: From ancient Rome to modern warfare—how control of food systems determines military victories. Special ops forces reveal hidden agricultural vulnerabilities.
is part of: Joseph Byrum's Website
keywords: books, Complex Systems, Policy
name: Contemporary Global Food Systems as Contested Space
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 5628
type: Article

Covid-19 is a wake-up call to strengthen our food supply chain amid shifting geopolitics
abstract: Cyberattacks, disinformation, and buyouts are being used by sovereign states to impact the food supply chain in rival economies.
abstract: To compete against such savvy players on the world stage, the US must move beyond the stockpile mentality and elevate concern for food security to address our current vulnerabilities.
alternative headline: COVID-19 is a Wake-Up Call to Strengthen our Food Supply Chain Amid Shifting Geopolitics - Joseph Byrum
author: Joseph Byrum
citation: https://agfundernews.com/covid-19-is-a-wake-up-call-to-strengthen-our-food-supply-chain-amid-geopolitical-uncertainty
citation: https://agfundernews.com/covid-19-is-accelerating-inevitable-food-trends-but-which-changes-will-stick.html
citation: https://apps.fas.usda.gov/newgainapi/api/Report/DownloadReportByFileName
citation: https://www.cia.gov/library/readingroom/docs/CIA-RDP85T00875R001700050036-6.pdf
citation: https://www.ers.usda.gov/data-products/chart-gallery/gallery/chart-detail/
citation: https://www.nass.usda.gov/Charts_and_Maps/Agricultural_Prices/allprpd.php
citation: https://www.npr.org/2019/03/16/704130300/the-midwest-battles-historic-floods-in-the-aftermath-of-bomb-cyclone
citation: https://www.perseus.tufts.edu/hopper/text
citation: https://www.presidency.ucsb.edu/documents/eighth-annual-message
date modified: 2021-02-10
date published: 2021-02-10
description: Cyberattacks, disinformation, and buyouts are being used by sovereign states to impact the food supply chain in rival economies.
description: To compete against such savvy players on the world stage, the US must move beyond the stockpile mentality and elevate concern for food security to address our current vulnerabilities.
is part of: Joseph Byrum's Website
keywords: agriculture, Policy
name: COVID-19 is a Wake-Up Call to Strengthen our Food Supply Chain Amid Shifting Geopolitics
publisher: org-agfundernews
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 970
type: Article

Crowdfarming, or How to Boost Agricultural Innovation
about: Crowdfarming
abstract: Only 3% of college grads consider agriculture while 22,000 high-paying jobs go unfilled. Discover the crowdfarming solution drawing tech talent.
alternative headline: Crowdfarming, or How to Boost Agricultural Innovation – Joseph Byrum
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Crowdsourcing
citation: https://en.wikipedia.org/wiki/Open_innovation
citation: https://pubsonline.informs.org/do/10.1287/orms.2016.05.07/full/
citation: https://pubsonline.informs.org/magazine/orms-today
citation: https://sloanreview.mit.edu/article/improving-analytics-capabilities-through-crowdsourcing/
citation: https://sloanreview.mit.edu/
citation: https://www.informationweek.com/
date modified: 2016-10-03
date published: 2016-10-03
description: Only 3% of college grads consider agriculture while 22,000 high-paying jobs go unfilled. Discover the crowdfarming solution drawing tech talent.
is part of: Joseph Byrum's Website
keywords: cognitive diversity, crowdsourcing, Innovation, Leadership, Policy
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Who coined the term Crowdfarming?
subject of: Crowdfarming, or How to Boost Agricultural Innovation
word count: 1086
type: Article

Cyber Law Expert Anticipates Regulatory Response to AI, Big Data - Joseph Byrum
abstract: Byrum noted the potential risks and benefits of AI in financial services, and he suggested crafting sensible industry-specific rules for AI in asset management
author: Joseph Byrum
citation: http://fortune.com/2019/03/22/asset-management-artificial-intelligence-standards/
citation: http://www.fsb.org/2017/11/artificial-intelligence-and-machine-learning-in-financial-service/
citation: https://www.garp.org/risk-intelligence/technology/cyber-law-expert-anticipates-regulatory-response-to-ai-big-data
citation: https://www.ieee.org/
date modified: 2019-03-29
date published: 2019-03-29
description: Byrum noted the potential risks and benefits of AI in financial services, and he suggested crafting sensible industry-specific rules for AI in asset management
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Policy
name: Cyber Law Expert Anticipates Regulatory Response to AI, Big Data
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 100
type: Article

Cycles of Innovation: AI Through the Lens of Historical Tech Revolutions - Consilience AI
abstract: Looking ahead, the true test of AI’s impact won’t be its technical capabilities alone, but how effectively we integrate it into our economic and social systems.
abstract: The Digital Revolution's Next Chapter: Understanding AI's Place in Technological History
alternative headline: Cycles of Innovation: AI Through the Lens of Historical Tech Revolutions - Joseph Byrum
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/cycles-innovation-ai-through-lens-historical-tech-byrum-ph-d-mba-cffrc/
date modified: 2025-02-10
date published: 2025-02-10
description: Looking ahead, the true test of AI’s impact won’t be its technical capabilities alone, but how effectively we integrate it into our economic and social systems.
description: The Digital Revolution's Next Chapter: Understanding AI's Place in Technological History
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Innovation
name: Cycles of Innovation: AI Through the Lens of Historical Tech Revolutions
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 933
type: Article

Data As Agriculture's New Currency
about: Agriculture
abstract: From Joseph’s ancient grain strategy to today’s $4.6B agtech boom—discover why data is becoming more valuable than crops themselves.
abstract: The first in a three-part series by Joseph Byrum explores the development of data as an agricultural commodity.
alternate name: Data As Agriculture’s New Currency
alternative headline: Data as Agriculture’s New Currency – Joseph Byrum
author: Joseph Byrum
citation: https://agfundernews.com/a-year-of-contrasts-agtech-funding-dips-to-3-2bn-while-deal-activity-rises-10-in-2016.html
citation: https://agfundernews.com/agriculture-technology-investment-storms-to-4-6bn-in-2015-as-global-investors-take-note5380.html
citation: https://agfundernews.com/agtech-funding-sheet-startups-raise-84m-in-2-weeks-plus-instacart-400m-series-d.html
citation: https://agfundernews.com/data-agricultures-new-currency
citation: https://en.wikipedia.org/wiki/Agriculture
citation: https://en.wikipedia.org/wiki/Operations_research
citation: https://infocus.emc.com/william_schmarzo/data-is-new-currency/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.istockphoto.com/photo/closeup-of-modern-farmer-checking-organic-vegetables-identification-with-barcode-gm1183523073-332798367
date modified: 2017-05-03
date published: 2017-05-03
description: From Joseph’s ancient grain strategy to today’s $4.6B agtech boom—discover why data is becoming more valuable than crops themselves.
description: The first in a three-part series by Joseph Byrum explores the development of data as an agricultural commodity.
headline: Data As Agriculture’s New Currency
is part of: Joseph Byrum's Website
keywords: agriculture, data as agricultures new currency
mentions: How Agribusinesses Can Ensure Success with Open Innovation: Part 2
mentions: The Case for Open Innovation in Agriculture: Part 1
publisher: org-agfundernews
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Advancing to the Next Level: Data as Agriculture's New Currency Part 3
subject of: Data as Agriculture’s New Currency: The Farmer’s Perspective
subject of: Data as Agriculture's New Currency
word count: 1468
type: Article

Decoding the Language of Ambiguity and Trust: AI’s Catalytic Role in Corporate Communication Analysis - Consilience AI
abstract: The language of uncertainty, trust, and vagueness transcended mere linguistic curiosities, representing an intrinsic component substantively underpinning market returns.
abstract: The language of uncertainty, trust, and vagueness transcends mere linguistic curiosities, representing an intrinsic component underpinning market returns.
alternative headline: Decoding the Language of Ambiguity and Trust - Joseph Byrum
author: Joseph Byrum
citation: https://consilience.ai/decoding-the-language-of-ambiguity-and-trust-ais-catalytic-role-in-corporate-communication-analysis/
citation: https://www.linkedin.com/pulse/decoding-language-ambiguity-trust-ais-catalytic-role-joseph-et0kc/
date modified: 2024-04-15
date published: 2024-04-15
date published: 2024-04-16
description: The language of uncertainty, trust, and vagueness transcended mere linguistic curiosities, representing an intrinsic component substantively underpinning market returns.
description: The language of uncertainty, trust, and vagueness transcends mere linguistic curiosities, representing an intrinsic component underpinning market returns.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, linguistics
name: Decoding the Language of Ambiguity and Trust
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 656
type: Article

Delay Planting 11 Days = 21,000 More Seeds (Science Data) – Joseph Byrum
abstract: Scientific analysis reveals planting delays cost 1,300 seeds per day. Discover how smart variety choices save 40,000 plants per acre.
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Agriculture
citation: https://farmprogress.com
citation: https://www.farmprogress.com/planting/rethinking-soybean-planting-rate-part-three
date modified: 2017-05-06
date published: 2017-05-06
description: Scientific analysis reveals planting delays cost 1,300 seeds per day. Discover how smart variety choices save 40,000 plants per acre.
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research, series: rethinking soybean planting rate
name: Delay Planting 11 Days = 21,000 More Seeds (Science Data)
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 963
type: Article

NODE - Delivering financial ethics in the age of AI
abstract: Ethics needs to be a top priority when developing automated systems, writes leading data scientist Joseph Byrum
abstract: Why AI ethics can’t be an afterthought in finance. From flash crashes to algorithmic bias – how fintech companies can avoid catastrophic failures.
alternative headline: Delivering Financial Ethics in the Age of AI - Joseph Byrum
author: Joseph Byrum
citation: https://www.node-magazine.com/thoughtleadership/delivering-financial-ethics-in-the-age-of-ai
date modified: 2020-10-12
date published: 2020-10-12
description: Ethics needs to be a top priority when developing automated systems, writes leading data scientist Joseph Byrum
description: Why AI ethics can’t be an afterthought in finance. From flash crashes to algorithmic bias – how fintech companies can avoid catastrophic failures.
is part of: Joseph Byrum's Website
keywords: Policy
name: Delivering Financial Ethics in the Age of AI
publisher: org-digital-bulletin
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1517
type: Article

Democratizing Wall Street: How AI Assistants Liberate Investors from Analyst Bias
abstract: Wall Street analysts hide dirty secrets from investors. Discover how artificial intelligence revolutionizes financial portfolio management.
alternative headline: Democratizing Wall Street: How AI Assistants Liberate Investors from Analyst Bias – Joseph Byrum
author: Joseph Byrum
citation: https://consilience.ai/democratizing-wall-street-how-ai-assistance-liberate-investors-from-analyst-bias/
citation: https://cutter.com/
citation: https://en.wikipedia.org/wiki/Artificial_intelligence
citation: https://en.wikipedia.org/wiki/Portfolio_management
citation: https://www.linkedin.com/in/josephbyrumchiefinnovator/recent-activity/articles/
citation: https://www.linkedin.com/pulse/democratizing-wall-street-how-ai-assistance-liberate-joseph-bccsc/
citation: https://www.springernature.com/gp/products/books
date modified: 2024-05-06
date published: 2024-05-06
description: Wall Street analysts hide dirty secrets from investors. Discover how artificial intelligence revolutionizes financial portfolio management.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Portfolio Management
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 914
type: Article

Digital Darwinism: Adapting Society for an Age of Accelerating Change - Consilience AI
about: Digital Darwinism
abstract: The information revolution is accelerating this co-evolutionary process to a dizzying degree because it directly impacts how we think and organize ourselves.
abstract: When Spanish horses escaped into the American Great Plains in 1492, they didn't just introduce a new mode of transportation – they triggered a cascade of
alternative headline: Digital Darwinism: Adapting Society for an Age of Accelerating Change - Joseph Byrum
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/digital-darwinism-adapting-society-age-accelerating-joseph-7h7ff/
date modified: 2024-12-02
date published: 2024-12-02
description: The information revolution is accelerating this co-evolutionary process to a dizzying degree because it directly impacts how we think and organize ourselves.
description: When Spanish horses escaped into the American Great Plains in 1492, they didn't just introduce a new mode of transportation – they triggered a cascade of
headline: Digital Darwinism: Adapting Society for an Age of Accelerating Change
is part of: Joseph Byrum's Website
keywords: Complex Systems, Innovation
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 927
type: Article

Engineering The Intelligent Enterprise
about: Intelligent Enterprise
abstract: Engineering the intelligent enterprise requires human-AI partnership, not robot replacement. Discover the Iron Man approach to business AI.
abstract: January 2019 | ISE Magazine 41
alternative headline: Engineering the Intelligent Enterprise – Joseph Byrum
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Intelligent_enterprise
citation: https://en.wikipedia.org/wiki/Judea_Pearl
citation: https://ie.binus.ac.id/2019/01/31/engineering-the-intelligent-enterprise/
citation: https://pubsonline.informs.org/magazine/orms-today
citation: https://sloanreview.mit.edu/
citation: https://www.iise.org/IEMagazine/Details2.aspx
citation: https://www.iise.org/iemagazine/2019-01/html/byrum/byrum.html
citation: https://www.informationweek.com/
date modified: 2019-01-31
date published: 2019-01-01
date published: 2019-01-31
description: Engineering the intelligent enterprise requires human-AI partnership, not robot replacement. Discover the Iron Man approach to business AI.
description: January 2019 | ISE Magazine 41
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, idiosyncratic AI, intelligent enterprise, Leadership
mentions: How the Intelligent Enterprise will Drive Innovation
mentions: The Intelligent Enterprise
publisher: org-iiseorg
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Engineering The Intelligent Enterprise
word count: 1608
type: Article

Entity Era Trust Infrastructure Defines Reality
abstract: How entity graphs become the new trust infrastructure for AI commerce, repeating a 500-year pattern of verification systems.
author: Joseph Byrum
date modified: 2026-05-22
date published: 2026-05-21
description: How entity graphs become the new trust infrastructure for AI commerce, repeating a 500-year pattern of verification systems.
is part of: Joseph Byrum's Website
keywords: AI authority, digital identity, entity graph, trust infrastructure, verification
publisher: org-joseph-byrum
word count: 1564
type: Article

Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
about: Complexity Economics
abstract: Discover why traditional equilibrium economics can’t predict recovery patterns and how nonequilibrium models outperformed Fed forecasts by analyzing agents.
alternative headline: Equilibrium vs. Nonequilibrium Views of Recovery – Joseph Byrum
author: Joseph Byrum
citation: http://tuvalu.santafe.edu/~wbarthur/Papers/Science%201999.pdf
citation: https://aeon.co/essays/has-the-time-come-for-a-quantum-revolution-in-economics
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2020.05.03/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.britannica.com/science/equilibrium-physics
citation: https://www.cairn-int.info/article-E_RHS_641_0005--political-economy-in-the-mirror-of.htm
citation: https://www.federalreserve.gov/econres/feds/files/2019006pap.pdf
citation: https://www.federalreserve.gov/events/conferences/irfmp2003/pdf/Revised/KingFinal.pdf
citation: https://www.fedsearch.org/board_public/search
date modified: 2020-08-13
date published: 2020-08-13
description: Discover why traditional equilibrium economics can’t predict recovery patterns and how nonequilibrium models outperformed Fed forecasts by analyzing agents.
is part of: Joseph Byrum's Website
keywords: Complex Systems, finance, seeing economic collapse and recovery through the lens of complexity economics
mentions: The Situation Following a Pandemic: Complexity Economics Series Part 1
mentions: 4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
mentions: 8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
mentions: Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: 4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
subject of: 8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
subject of: Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
subject of: Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
word count: 1373
type: Article

Equipping The Intelligent Investor: Embracing Market Complexity With AI - Consilience AI
abstract: Forward-thinking investment managers with imagination and foresight realize that we are on the cusp of integrating new tools that will redefine investment
abstract: Transform static Excel models into the intelligent investor advantage. Discover how AI revolutionizes investment decision-making and market adaptation.
alternative headline: Equipping The Intelligent Investor: Embracing Market Complexity With AI – Joseph Byrum
author: Joseph Byrum
citation: https://cutter.com/
citation: https://en.wikipedia.org/wiki/Artificial_intelligence
citation: https://en.wikipedia.org/wiki/Portfolio_management
citation: https://fortune.com/2019/03/22/asset-management-artificial-intelligence-standards/
citation: https://www.linkedin.com/in/josephbyrumchiefinnovator/recent-activity/articles/
citation: https://www.linkedin.com/pulse/intelligent-investor-harnessing-ai-repeatable-yet-byrum-ph-d-mba-ez02c/
citation: https://www.springernature.com/gp/products/books
date modified: 2024-05-17
date published: 2024-05-17
description: Forward-thinking investment managers with imagination and foresight realize that we are on the cusp of integrating new tools that will redefine investment
description: Transform static Excel models into the intelligent investor advantage. Discover how AI revolutionizes investment decision-making and market adaptation.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Complex Systems, Portfolio Management
name: Equipping The Intelligent Investor: Embracing Market Complexity With AI
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 950
type: Article

Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
about: Smart Automation
about: Technology
abstract: From mortgage rejections you can’t appeal to self-driving crashes with no explanation—discover the ethical crisis hiding in AI’s black box.
alternative headline: Ethical Guidelines For Smart Automation – Joseph Byrum
author: Joseph Byrum
citation: https://ai.google/pair/
citation: https://blogs.nvidia.com/blog/2016/05/06/self-driving-cars-3/
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://fortune.com/2019/03/22/asset-management-artificial-intelligence-standards/
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2020.03.05/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.fastcodesign.com/90132700/googles-rules-for-designing-ai-that-isnt-evil
date modified: 2020-04-15
date published: 2020-04-15
description: From mortgage rejections you can’t appeal to self-driving crashes with no explanation—discover the ethical crisis hiding in AI’s black box.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Policy, series: understanding smart technology and ourselves
mentions: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
mentions: Man and Machine Known Knowns: Understanding Smart Technology Part 4
mentions: Smart Automation Impact on Society: Understanding Smart Technology Part 8
mentions: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
mentions: The Human Mind Known Knowns: Understanding Smart Technology Part 3
mentions: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
mentions: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
mentions: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
word count: 1099
type: Article

Ethical Risks Of Scaling Enterprise GenAI (And How To Avoid Them)
about: Technology
abstract: During pilots, generative AI is at its most manageable: Use cases are narrow, users are handpicked and oversight is typically high. But when the technology moves into full-scale deployment, the operating environment changes quickly. GenAI begins influencing thousands of interactions and decisions across teams and systems, often in ways that are indirect or hard to trace. Below, members of Forbes Technology Council share the ethical blind spots that often emerge when scale, speed and routine outpace the controls designed during a GenAI pilot. Their responses offer a detailed view of what teams should know about the real-world complexity of enterprise GenAI initiatives and smart strategies for ensuring ethical operations at scale.
abstract: During pilots, generative AI is at its most manageable: Use cases are narrow, users are handpicked and oversight is typically high. But when the technology moves into full-scale deployment, the operating environment changes quickly.
author: Joseph Byrum
author: Forbes Technology Council Expert Panel
date published: 2026-01-05
description: During pilots, generative AI is at its most manageable: Use cases are narrow, users are handpicked and oversight is typically high. But when the technology moves into full-scale deployment, the operating environment changes quickly. GenAI begins influencing thousands of interactions and decisions across teams and systems, often in ways that are indirect or hard to trace. Below, members of Forbes Technology Council share the ethical blind spots that often emerge when scale, speed and routine outpace the controls designed during a GenAI pilot. Their responses offer a detailed view of what teams should know about the real-world complexity of enterprise GenAI initiatives and smart strategies for ensuring ethical operations at scale.
description: During pilots, generative AI is at its most manageable: Use cases are narrow, users are handpicked and oversight is typically high. But when the technology moves into full-scale deployment, the operating environment changes quickly.
is part of: Joseph Byrum's Website
publisher: org-forbes-technology-council
publisher: org-forbes
subject of: Ethical Risks Of Scaling Enterprise GenAI (And How To Avoid Them)
type: Article
type: NewsArticle

Ethics, O.R. & analytics - Joseph Byrum
abstract: The lesson as we develop increasingly powerful A.I. solutions is that the A.I. can never substitute for due diligence. In other words, Byrum says, validation and verification remain crucial.
author: Joseph Byrum
citation: https://pubsonline.informs.org/do/10.1287/orms.2018.01.01/full
citation: https://pubsonline.informs.org/do/10.1287/orms.2018.01.07/full/
date modified: 2018-02-05
date published: 2018-02-05
description: The lesson as we develop increasingly powerful A.I. solutions is that the A.I. can never substitute for due diligence. In other words, Byrum says, validation and verification remain crucial.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Policy
name: Ethics, O.R. & analytics
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 122
type: Article

Europe's Retreat from Science Threatens World Peace
abstract: Instead of allowing a scientific approach to growing food, Europe has withdrawn its technology, dense capital investment and fertile soil from the global effort to achieve a long-term food security solution. As the European Union is the world’s top exporter of food products, this is a major setback
alternate name: Europe’s Retreat from Science Threatens World Peace
alternative headline: Europe's Retreat from Science Threatens World Peace - Joseph Byrum
author: Joseph Byrum
citation: https://www.liebertpub.com/doi/pdf/10.1089/ind.2020.29225.jby
date modified: 2020-10-01
date published: 2020-10-01
description: Instead of allowing a scientific approach to growing food, Europe has withdrawn its technology, dense capital investment and fertile soil from the global effort to achieve a long-term food security solution. As the European Union is the world’s top exporter of food products, this is a major setback
is part of: Joseph Byrum's Website
keywords: agriculture, Policy
mentions: Europe’s Retreat from Science Threatens World Peace
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 100
type: Article

Feeding the World with Math
abstract: Math enabled the ancients to build the pyramids and modern innovators to put a man on the moon, but it will prove even more critical in the decades ahead. Math is what we need to feed the world.
alternate name: Feeding The World – With Math
alternative headline: Feeding The World- With Math - Joseph Byrum
author: Joseph Byrum
citation: https://unsplash.com/%40henry_be
citation: https://unsplash.com/photos/7eu-KaAJwks
citation: https://unsplash.com/photos/JR8XZ-gdZrA
citation: https://unsplash.com/photos/rHbob_bEsSs
citation: https://www.facebook.com/kreativgrund
citation: https://www.fastcompany.com/3062052/feeding-the-world-with-math
citation: https://www.flickr.com/photos/unitedsoybean/10138600123
citation: https://www.mattgyver.com/
citation: https://www.oecd.org/agriculture/wateruseinagriculture.htm
citation: https://www.stineseed.com/
date modified: 2026-01-01
date published: 2026-01-01
description: Math enabled the ancients to build the pyramids and modern innovators to put a man on the moon, but it will prove even more critical in the decades ahead. Math is what we need to feed the world.
is part of: Joseph Byrum's Website
keywords: agriculture
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1402
type: Article

Financial Workflows Where Humans And GenAI Work Better Together
about: Technology
abstract: In the highly regulated financial sector, full automation isn’t always an ideal solution, since many processes require an understanding of nuance and context and clear accountability. However, leaders are discovering the productivity boosts that come with pairing generative AI with human judgment. GenAI excels at processing massive volumes of data, spotting patterns and surfacing insights at machine speed, while humans bring experience, ethical reasoning and the ability to handle ambiguity when the rules aren’t black and white. From lending and wealth management to fraud detection and customer service, hybrid human-AI models are emerging as a practical middle ground between wholly manual work and hands-off automation. Below, members of Forbes Technology Council discuss financial sector workflows where pairing humans with GenAI is safer and more effective than leveraging full automation.
abstract: In the highly regulated financial sector, full automation isn’t always an ideal solution, since many processes require an understanding of nuance and context and clear accountability.
author: Joseph Byrum
author: Forbes Technology Council Expert Panel
date published: 2026-01-30
description: In the highly regulated financial sector, full automation isn’t always an ideal solution, since many processes require an understanding of nuance and context and clear accountability. However, leaders are discovering the productivity boosts that come with pairing generative AI with human judgment. GenAI excels at processing massive volumes of data, spotting patterns and surfacing insights at machine speed, while humans bring experience, ethical reasoning and the ability to handle ambiguity when the rules aren’t black and white. From lending and wealth management to fraud detection and customer service, hybrid human-AI models are emerging as a practical middle ground between wholly manual work and hands-off automation. Below, members of Forbes Technology Council discuss financial sector workflows where pairing humans with GenAI is safer and more effective than leveraging full automation.
description: In the highly regulated financial sector, full automation isn’t always an ideal solution, since many processes require an understanding of nuance and context and clear accountability.
is part of: Joseph Byrum's Website
publisher: org-forbes-technology-council
publisher: org-forbes
subject of: Financial Workflows Where Humans And GenAI Work Better Together
type: Article
type: NewsArticle

Find Your Competitive Advantage - Joseph Byrum
abstract: Future success of U.S. growers depends upon making the most of farm data.
author: Joseph Byrum
citation: https://www.farmprogress.com/technology/find-your-competitive-advantage
date modified: 2017-10-12
date published: 2017-10-12
description: Future success of U.S. growers depends upon making the most of farm data.
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research
name: Find Your Competitive Advantage
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 155
type: Article

First-Creator Attribution: Foundation of Vocabulary Sovereignty
abstract: Who defines category terms in AI? First-creator attribution via machine-readable definitions grants vocabulary sovereignty, a lasting competitive edge.
author: Joseph Byrum
date modified: 2026-05-22
date published: 2026-05-21
description: Who defines category terms in AI? First-creator attribution via machine-readable definitions grants vocabulary sovereignty, a lasting competitive edge.
is part of: Joseph Byrum's Website
keywords: AI vocabulary, first-creator attribution, IDF, structured data, vocabulary sovereignty
publisher: org-joseph-byrum
word count: 1821
type: Article

Forget Self-Driving Tractors; Agriculture's AI Should be Modeled on Iron Man - Joseph Byrum
abstract: Published 2/20/2017 | Updated on 4/2/2025 Published on Ag Funder News (Joseph Byrum) and Global Ag Tech Initiative Marvel’s Iron […]
author: Joseph Byrum
citation: https://agfundernews.com/forget-self-driving-tractors-agricultures-ai-modeled-iron-man
citation: https://techcrunch.com/2018/04/11/how-artificial-intelligence-will-take-over-the-supermarket-produce-aisles/
citation: https://www.globalagtechinitiative.com/market-watch/agfunder-news-forget-self-driving-tractors-agricultures-ai-should-be-modeled-on-iron-man/
citation: https://www.popsci.com/intel-teraflop-chip
date modified: 2018-06-11
date published: 2018-06-11
description: Published 2/20/2017 | Updated on 4/2/2025 Published on Ag Funder News (Joseph Byrum) and Global Ag Tech Initiative Marvel’s Iron […]
is part of: Joseph Byrum's Website
name: Forget Self-Driving Tractors; Agriculture’s AI Should be Modeled on Iron Man
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 923
type: Article

Forget Self-Driving Tractors; Agriculture’s AI Should be Modeled on Iron Man
about: Agriculture
about: Artificial Intelligence
abstract: The Iron Man model of artificial intelligence -- combining man and machine -- could truly take agriculture into the next era of productivity, writes Joe Byrum.
author: Joseph Byrum
date published: 2018-06-11
description: The Iron Man model of artificial intelligence -- combining man and machine -- could truly take agriculture into the next era of productivity, writes Joe Byrum.
is part of: Joseph Byrum's Website
name: Forget Self-Driving Tractors; Agriculture's AI Should be Modeled on Iron Man
publisher: org-agfundernews
type: Article

From Cells to Silicon: Rethinking AI Through Biology's New Lens - Consilience AI
abstract: The AI Revolution Must Learn from Biology's New Paradigm
author: Joseph Byrum
date published: 2025-01-13
description: The AI Revolution Must Learn from Biology's New Paradigm
is part of: Joseph Byrum's Website
name: From Cells to Silicon: Rethinking AI Through Biology's New Lens
publisher: org-consilience-ai
type: Article

From Cells to Silicon: Rethinking AI Through Biology's New Lens - Joseph Byrum
abstract: We look for new inspiration for artificial intelligence systems that can match biology’s remarkable combination of robustness and adaptability.
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/from-cells-silicon-rethinking-ai-through-biologys-new-joseph-8el6c/
date modified: 2025-01-13
date published: 2025-01-13
description: We look for new inspiration for artificial intelligence systems that can match biology’s remarkable combination of robustness and adaptability.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Complex Systems
name: From Cells to Silicon: Rethinking AI Through Biology’s New Lens
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 954
type: Article

From Plows to Processors: Creative Destruction Across the Ages - Consilience AI
about: Creative Destruction
abstract: The Austrian school of economics suggests we should examine the market processes that create wealth instead of focusing on wealth distribution outcomes.
abstract: The key is maintaining open markets where new competitors can emerge. When Blockbuster failed to adapt to changing consumer preferences, Netflix didn't need
alternative headline: From Plows to Processors: Creative Destruction Across the Ages - Joseph Byrum
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/from-plows-processors-creative-destruction-across-byrum-ph-d-mba-3tzic/
date modified: 2024-11-18
date published: 2024-11-18
description: The Austrian school of economics suggests we should examine the market processes that create wealth instead of focusing on wealth distribution outcomes.
description: The key is maintaining open markets where new competitors can emerge. When Blockbuster failed to adapt to changing consumer preferences, Netflix didn't need
headline: From Plows to Processors: Creative Destruction Across the Ages
is part of: Joseph Byrum's Website
keywords: austrian economics, Economics, Innovation
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1015
type: Article

From Poetry to AI and Beyond: Building Blocks for a Brighter Future - Joseph Byrum
abstract: When it comes to corporate disclosures, how can we balance the transformative potential and hard reality of AI’s predictive power?
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/from-poetry-ai-beyond-building-blocks-bltye/
citation: https://www.linkedin.com/pulse/piercing-veil-how-linguistic-ai-analysis-decoding-byrum-ph-d-mba-rd5dc/
date modified: 2024-04-25
date published: 2024-04-25
description: When it comes to corporate disclosures, how can we balance the transformative potential and hard reality of AI’s predictive power?
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Portfolio Management
name: From Poetry to AI and Beyond: Building Blocks for a Brighter Future
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 59
type: Article

Gain Cognitive Diversity Through Capstone Projects | InformationWeek
about: Capstone Projects
about: Artificial Intelligence
abstract: IT teams and other business divisions can enhance their abilities to tackle complex data or artificial intelligence challenges (and more) by working with student teams.
alternative headline: Gain Cognitive Diversity Through Capstone Projects – Joseph Byrum
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Crowdsourcing
citation: https://en.wikipedia.org/wiki/Open_innovation
citation: https://pubsonline.informs.org/magazine/orms-today
citation: https://sloanreview.mit.edu/
citation: https://www.informationweek.com/machine-learning-ai/gain-cognitive-diversity-through-capstone-projects
citation: https://www.informationweek.com/
date modified: 2019-09-03
date published: 2019-09-03
description: IT teams and other business divisions can enhance their abilities to tackle complex data or artificial intelligence challenges (and more) by working with student teams.
headline: Gain Cognitive Diversity Through Capstone Projects
is part of: Joseph Byrum's Website
keywords: cognitive diversity, Innovation, Leadership
publisher: org-information-week
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 930
type: Article

Genetic Gain Performance Metric Accelerates Agricultural Productivity - Joseph Byrum
abstract: Our successful development and deployment of a genetic gain metric is an important advance for both Syngenta and the entire agricultural industry.
author: Joseph Byrum
citation: https://pubsonline.informs.org/doi/10.1287/inte.2017.0909
date modified: 2017-10-04
date published: 2017-10-04
description: Our successful development and deployment of a genetic gain metric is an important advance for both Syngenta and the entire agricultural industry.
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research
name: Genetic Gain Performance Metric Accelerates Agricultural Productivity
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 337
type: Article

Get Rich Quick By Going On A Nature Hike
about: Finance
abstract: Finance and nature have an interesting mathematical connection.
abstract: Nature can be a great way to boost one’s net worth, as the natural world is as much an inspiration in finance as it is in scientific pursuits.
alternative headline: Get Rich Quick By Going On A Nature Hike - Joseph Byrum
author: Joseph Byrum
citation: http://www.newtonproject.ox.ac.uk/view/texts/normalized/OTHE00001
citation: https://doi.org/10.1007/s11538-007-9261-6
citation: https://doi.org/10.1038/nature09659
citation: https://fred.stlouisfed.org/series/IRSTCI01USM156N
citation: https://mathcs.clarku.edu/~djoyce/java/elements/bookVI/propVI30.html
citation: https://www.fdic.gov/news/financial-institution-letters/2012/fil12026.html
citation: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7110524/
citation: https://www.science20.com/joseph_byrum/get_rich_quick_by_going_on_a_nature_hike-251519
citation: https://www.science20.com/
date modified: 2020-11-03
date published: 2020-11-02
date published: 2020-11-03
description: Finance and nature have an interesting mathematical connection.
description: Nature can be a great way to boost one’s net worth, as the natural world is as much an inspiration in finance as it is in scientific pursuits.
is part of: Joseph Byrum's Website
keywords: Complex Systems, Portfolio Management
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
publisher: org-science-20
word count: 2290
type: Article

Graduating Students Are An Underutilized Source of Talent
abstract: Students are outperforming domain experts on AI projects. Discover the cognitive diversity secret that’s saving companies millions.
alternative headline: Graduating Students Are An Underutilized Source of Talent – Joseph Byrum
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Crowdsourcing
citation: https://en.wikipedia.org/wiki/Open_innovation
citation: https://pubsonline.informs.org/do/10.1287/orms.2020.04.12/full/
citation: https://pubsonline.informs.org/magazine/orms-today
citation: https://sloanreview.mit.edu/article/build-a-diverse-team-to-solve-the-ai-riddle/
citation: https://sloanreview.mit.edu/
citation: https://www.informationweek.com/
date modified: 2020-08-06
date published: 2020-08-06
description: Students are outperforming domain experts on AI projects. Discover the cognitive diversity secret that’s saving companies millions.
is part of: Joseph Byrum's Website
keywords: cognitive diversity, crowdsourcing, Leadership
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Graduating Students Are An Underutilized Source of Talent
word count: 1072
type: Article

Grow crops like a fighter pilot
abstract: The OODA Loop is a way of thinking, and it’s useful for confronting any complex, fast-changing situation.
abstract: The next harvest is becoming a matter of economic survival for some growers in uncertain times. With trade wars, pandemics and market plunges, farmers now more than ever need every edge they can get to make the most of the growing season. One thing they can do to up their game is to take inspiration from fighter pilots, writes Joe Byrum.
alternative headline: Grow Crops Like a Fighter Pilot - Joseph Byrum
author: Joseph Byrum
citation: https://agfundernews.com/grow-crops-like-a-fighter-pilot
date modified: 2021-04-14
date published: 2020-04-14
date published: 2021-04-14
description: The OODA Loop is a way of thinking, and it’s useful for confronting any complex, fast-changing situation.
description: The next harvest is becoming a matter of economic survival for some growers in uncertain times. With trade wars, pandemics and market plunges, farmers now more than ever need every edge they can get to make the most of the growing season. One thing they can do to up their game is to take inspiration from fighter pilots, writes Joe Byrum.
is part of: Joseph Byrum's Website
name: Grow Crops Like a Fighter Pilot
publisher: org-agfundernews
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 909
type: Article

Hardware and Software Known Knowns: Understanding Smart Technology Part 2
about: Technology
abstract: Discover the fundamental limitations keeping AI from true intelligence—NASA’s definition of life reveals why machines will always fall short.
alternative headline: Hardware and Software Known Knowns – Joseph Byrum
author: Joseph Byrum
citation: http://alanclements.org/COA_Students__ComputerHistoryOverview_V2.3.pdf
citation: http://www.biochemistry.org/Education/BecomingaBiochemist/Whatisbiochemistry.aspx
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2019.02.13/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.jstor.org/stable/1412107
citation: https://www.linkedin.com/pulse/multiple-intelligence-theory-fact-fiction-heidi-getchell-bastien
date modified: 2019-03-01
date published: 2019-03-01
description: Discover the fundamental limitations keeping AI from true intelligence—NASA’s definition of life reveals why machines will always fall short.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, series: understanding smart technology and ourselves
mentions: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
mentions: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
mentions: Smart Automation Impact on Society: Understanding Smart Technology Part 8
mentions: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
mentions: The Human Mind Known Knowns: Understanding Smart Technology Part 3
mentions: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
subject of: Man and Machine Known Knowns: Understanding Smart Technology Part 4
subject of: Smart Automation Impact on Society: Understanding Smart Technology Part 8
subject of: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
subject of: The Human Mind Known Knowns: Understanding Smart Technology Part 3
subject of: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
subject of: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
subject of: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
word count: 1285
type: Article

High yielding soybean plants with increased seed protein plus oil
abstract: Provides soybean varieties exhibiting high seed protein and protein plus oil in combination with high yield. Overcomes the limitation that oil and protein traits are often coupled with decreased yield, making them economically viable for commercial production.
author: Joseph Byrum
description: Provides soybean varieties exhibiting high seed protein and protein plus oil in combination with high yield. Overcomes the limitation that oil and protein traits are often coupled with decreased yield, making them economically viable for commercial production.
is part of: Joseph Byrum's Website
type: Article

High yielding soybean plants with low linolenic acid
about: Marker-Assisted Selection
abstract: Methods for marker-assisted selection to create soybean varieties with mid/low linolenic acid content (1-3% by weight) while maintaining commercially significant yield and agronomically elite phenotype. Addresses the problem that prior low-linolenic varieties exhibited decreased yield and poor agronomic quality.
author: Joseph Byrum
description: Methods for marker-assisted selection to create soybean varieties with mid/low linolenic acid content (1-3% by weight) while maintaining commercially significant yield and agronomically elite phenotype. Addresses the problem that prior low-linolenic varieties exhibited decreased yield and poor agronomic quality.
is part of: Joseph Byrum's Website
type: Article

Hot topics: AI & ML - Joseph Byrum
abstract: We’re nowhere near the point where machine-learning algorithms could become self-aware, much less develop an unrelenting grudge against mankind.
author: Joseph Byrum
citation: http://analytics-magazine.org/forum-anxiety-artificial-intelligence/
citation: http://www.tomdavenport.com/books/
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2018.01.06/full/
date modified: 2018-01-01
date published: 2018-01-01
description: We’re nowhere near the point where machine-learning algorithms could become self-aware, much less develop an unrelenting grudge against mankind.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence
name: Hot topics: AI & ML
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 174
type: Article

How Agribusinesses Can Ensure Success with Open Innovation: Part 2
about: Agriculture
abstract: Discover the hidden pitfalls of crowdsourcing that most managers miss—and the proven strategy that doubled our breeding effectiveness in agriculture.
abstract: The first in a three-part series from Syngenta's Joseph Byrum is about the importance of open innovation in agriculture.
alternative headline: How Agribusinesses Can Ensure Success with Open Innovation – Joseph Byrum
author: Joseph Byrum
citation: https://agfundernews.com/case-open-innovation-agriculture
citation: https://agfundernews.com/
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://www.syngentathoughtseeders.com/
date modified: 2016-11-14
date published: 2016-10-27
date published: 2016-11-14
description: Discover the hidden pitfalls of crowdsourcing that most managers miss—and the proven strategy that doubled our breeding effectiveness in agriculture.
description: The first in a three-part series from Syngenta's Joseph Byrum is about the importance of open innovation in agriculture.
headline: The Case for Open Innovation in Agriculture
is part of: Joseph Byrum's Website
keywords: agriculture, open innovation in agriculture
mentions: The Case for Open Innovation in Agriculture: Part 1
publisher: org-agfundernews
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Data As Agriculture's New Currency
word count: 1000
type: Article

How Artificial Intelligence Will Take Over The Supermarket Produce Aisles
about: Machine Learning
about: Artificial Intelligence
abstract: Incredible advances in machine learning will help create tastier, cheaper food for all.
abstract: The power of AI is how it can democratize expertise, lowering the barriers to entry for tasks that once could only be performed by specialists.
alternative headline: How Artificial Intelligence Will Take Over The Supermarket Produce Aisles - Joseph Byrum
author: Joseph Byrum
citation: https://techcrunch.com/2018/04/11/how-artificial-intelligence-will-take-over-the-supermarket-produce-aisles/
citation: https://www.gettyimages.com/search/photographer
citation: https://www.theatlantic.com/technology/archive/2014/05/all-the-world-a-track-the-trick-that-makes-googles-self-driving-cars-work/370871/
date modified: 2018-04-11
date published: 2018-04-11
description: Incredible advances in machine learning will help create tastier, cheaper food for all.
description: The power of AI is how it can democratize expertise, lowering the barriers to entry for tasks that once could only be performed by specialists.
headline: How artificial intelligence will take over the supermarket produce aisles | TechCrunch
is part of: Joseph Byrum's Website
keywords: agriculture, Artificial Intelligence
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
publisher: org-techcrunch
word count: 987
type: Article

How Beer Revolutionized Math — and Just Might Save Humanity
about: Artificial Intelligence
abstract: The pioneering work of Irish brewers a century ago made today’s big data and artificial intelligence gold rush possible, write Joe Byrum.
abstract: The revolutionary quest to build a better pint that began in a Dublin brewery at the dawn of the 20th century, will continue to play a key role in ensuring future generations won’t go hungry in the century ahead.
alternate name: How Beer Revolutionized Math -- and Just Might Save Humanity
alternative headline: How Beer Revolutionized Math -- and Just Might Save Humanity
alternative headline: How Beer Revolutionized Math — and Just Might Save Humanity - Joseph Byrum
author: Joseph Byrum
citation: http://hopbase.cgrb.oregonstate.edu/
citation: http://pgsb.helmholtz-muenchen.de/plant/barley/
citation: http://sites.roosevelt.edu/sziliak/files/2012/02/William-S-Gosset-and-Experimental-Statistics-Ziliak-JWE-2011.pdf
citation: http://www.ipmcenters.org/CropProfiles/docs/wahops.pdf
citation: http://www.nature.com/news/tapping-genetics-for-better-beer-1.20336
citation: http://www.un.org/en/development/desa/news/population/2015-report.html
citation: http://www.uvm.edu/extension/cropsoil/wp-content/uploads/PowderyMildew.pdf
citation: http://www.yeastgenome.org/
citation: https://agfundernews.com/beer-revolutionized-math-just-might-save-humanity
citation: https://www.fastcompany.com/3062052/feeding-the-world-with-math
date modified: 2018-08-01
date published: 2018-08-01
description: The pioneering work of Irish brewers a century ago made today’s big data and artificial intelligence gold rush possible, write Joe Byrum.
description: The revolutionary quest to build a better pint that began in a Dublin brewery at the dawn of the 20th century, will continue to play a key role in ensuring future generations won’t go hungry in the century ahead.
is part of: Joseph Byrum's Website
keywords: agriculture, math
publisher: org-agfundernews
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1171
type: Article

How Business Leaders Can Adapt to the Quantum Era - Joseph Byrum
abstract: Quantum processors use a wholly new way of solving complex problems; as we explore in this Advisor, that requires a new way of thinking about problems.
author: Joseph Byrum
citation: https://www.cutter.com/article/how-business-leaders-can-adapt-quantum-era
date modified: 2021-08-04
date published: 2021-08-04
description: Quantum processors use a wholly new way of solving complex problems; as we explore in this Advisor, that requires a new way of thinking about problems.
is part of: Joseph Byrum's Website
keywords: Leadership, Quantum Computing
name: How Business Leaders Can Adapt to the Quantum Era
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 68
type: Article

How CEOs Should Think About Rebuilding America - Ethical Systems
abstract: The OODA (Observe, Orient, Decide, Act) loop framework, used by Air Force pilots, is readily adaptable for peacetime use to help CEOs become the fast-evolvers they need to be to survive—or better yet, thrive—in an uncertain business environment.
abstract: The only thing more complicated than building a world class economy from the ground up is rebuilding one after disaster strikes. Companies face immense challenges in restoring operations following a global economic shutdown that shredded business plans and forced once-prosperous enterprises to close their doors overnight. What are CEOs to do? In ordinary circumstances, the
alternative headline: How CEOs Should Think About Rebuilding America - Joseph Byrum
author: Joseph Byrum
citation: https://foreverdata.org/1015/content/milestone3-1.pdf
citation: https://netflixtechblog.com/netflix-recommendations-beyond-the-5-stars-part-1-55838468f429
citation: https://www.bls.gov/news.release/pdf/empsit.pdf
citation: https://www.bls.gov/opub/mlr/2018/article/great-recession-great-recovery.htm
citation: https://www.cbo.gov/publication/56395
citation: https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/cases-in-us.html
citation: https://www.ethicalsystems.org/how-ceos-should-think-about-rebuilding-america/
citation: https://www.researchgate.net/profile/Pavel_Atanasov/publication/330466683_Small_Steps_to_Accuracy_Incremental_Belief_Updaters_are_Better_Forecasters/links/5e84bf2192851c2f5271559b/Small-Steps-to-Accur…
date modified: 2020-07-06
date published: 2020-07-06
description: The OODA (Observe, Orient, Decide, Act) loop framework, used by Air Force pilots, is readily adaptable for peacetime use to help CEOs become the fast-evolvers they need to be to survive—or better yet, thrive—in an uncertain business environment.
description: The only thing more complicated than building a world class economy from the ground up is rebuilding one after disaster strikes. Companies face immense challenges in restoring operations following a global economic shutdown that shredded business plans and forced once-prosperous enterprises to close their doors overnight. What are CEOs to do? In ordinary circumstances, the
is part of: Joseph Byrum's Website
keywords: Data Analytics and Operations Research, Leadership, Policy
name: How CEOs Should Think About Rebuilding America
publisher: org-ethical-systems
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1829
type: Article

How Has Tech Driven Farmers Forward? - Joseph Byrum
abstract: How is agtech taking us to the future? What even is agtech and how does it help farmers and growers be better suited to today’s world?
author: Joseph Byrum
citation: https://www.seedworld.com/us/2023/06/06/how-has-tech-driven-farmers-forward/
date modified: 2023-06-06
date published: 2023-06-06
description: How is agtech taking us to the future? What even is agtech and how does it help farmers and growers be better suited to today’s world?
is part of: Joseph Byrum's Website
keywords: agriculture, video
name: How Has Tech Driven Farmers Forward?
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 156
type: Article

How Joseph Byrum and Principal Uses Analytics to Build Value and Competitive Edge
author: Joseph Byrum
is part of: Joseph Byrum's Website
type: Article
type: NewsArticle

How Joseph Byrum led Syngenta, a pioneer in biotechnology, to use open innovation and advanced mathematical tools to transform an industry
author: Joseph Byrum
is part of: Joseph Byrum's Website
mentions: Biotechnology
mentions: Technology
type: Article
type: NewsArticle

How One POW’s Survival Strategy Could Revolutionize AGI Development
abstract: A Vietnam POW’s survival strategy reveals why $100B in AGI investments could crash. The Stockdale Paradox that could save AI from Silicon Valley hype.
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/James_Stockdale
date modified: 2025-08-10
date published: 2025-08-10
description: A Vietnam POW’s survival strategy reveals why $100B in AGI investments could crash. The Stockdale Paradox that could save AI from Silicon Valley hype.
is part of: Joseph Byrum's Website
keywords: military strategy
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1979
type: Article

How Remote Sensing Powers Precision Agriculture
about: Remote Sensing
about: Agriculture
abstract: Modern remote sensing instruments have advanced far beyond simple photographic film. Today’s devices measure light, radiation, and heat, writes Joe Byrum.
abstract: Sensing technologies are evolving rapidly, which means it’s often up to farmers to use trial and error to determine what off-the-shelf products can deliver a 'quick fix,' and which can be scientifically validated to contribute to increasing yield and profits over time.
alternative headline: How Remote Sensing Powers Precision Agriculture - Joseph Byrum
author: Joseph Byrum
citation: http://open.canada.ca/data/en/dataset/ba2645d5-4458-414d-b196-6303ac06c1c9
citation: https://agfundernews.com/remote-sensing-powers-precision-agriculture
citation: https://techcrunch.com/2016/11/19/the-tech-that-will-feed-the-world/
citation: https://www.istockphoto.com/photo/closeup-of-modern-farmer-checking-organic-vegetables-identification-with-barcode-gm1183523073-332798367
citation: https://www.pecad.fas.usda.gov/remote.htm
date modified: 2017-03-14
date published: 2017-03-14
description: Modern remote sensing instruments have advanced far beyond simple photographic film. Today’s devices measure light, radiation, and heat, writes Joe Byrum.
description: Sensing technologies are evolving rapidly, which means it’s often up to farmers to use trial and error to determine what off-the-shelf products can deliver a 'quick fix,' and which can be scientifically validated to contribute to increasing yield and profits over time.
is part of: Joseph Byrum's Website
keywords: agriculture
publisher: org-agfundernews
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1528
type: Article

How Should the Government Respond to AI?
abstract: Artificial intelligence will be crucial to future business success … and the government needs to play a critical role in that process.
alternative headline: How Should the Government Respond to AI? - Joseph Byrum
author: Joseph Byrum
citation: https://pubsonline.informs.org/do/10.1287/orms.2018.05.08/full/
citation: https://www.cancer.gov/about-nci/budget
citation: https://www.chinalawblog.com/2018/03/chinas-artificial-intelligence-plan-stage-1.html
citation: https://www.darpa.mil/news-events/2018-09-07
citation: https://www.engadget.com/2018/06/27/google-duplex-assistant-public-testing/
citation: https://www.fda.gov/NewsEvents/Newsroom/PressAnnouncements/ucm604357.htm
citation: https://www.nitrd.gov/pubs/2018supplement/FY2018NITRDSupplement.pdf
date modified: 2018-10-08
date published: 2018-10-08
description: Artificial intelligence will be crucial to future business success … and the government needs to play a critical role in that process.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Policy
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: How Should the Government Respond to AI?
word count: 944
type: Article

How the Intelligent Enterprise will Drive Innovation
about: Intelligent Enterprise
abstract: 30 ISE Magazine | www.iise.org/ISEmagazine
abstract: IISE extract: How the intelligent enterprise drives innovation using OODA Loop methodology to transform data chaos into strategic advantage.
alternative headline: How the Intelligent Enterprise will Drive Innovation – Joseph Byrum
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Intelligent_enterprise
citation: https://en.wikipedia.org/wiki/OODA_loop
citation: https://pubsonline.informs.org/magazine/orms-today
citation: https://sloanreview.mit.edu/
citation: https://www.iise.org/IEMagazine/Details2.aspx
citation: https://www.iise.org/iemagazine/2021-04/html/byrum/byrum.html
citation: https://www.informationweek.com/
date modified: 2021-04-30
date published: 2021-01-01
date published: 2021-04-30
description: 30 ISE Magazine | www.iise.org/ISEmagazine
description: IISE extract: How the intelligent enterprise drives innovation using OODA Loop methodology to transform data chaos into strategic advantage.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, intelligent enterprise, Leadership, OODA loop
mentions: Rethinking the Foundations of Ethical AI
mentions: The Intelligent Enterprise
publisher: org-iiseorg
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Engineering The Intelligent Enterprise
subject of: How the Intelligent Enterprise will Drive Innovation
word count: 828
type: Article

How The Principal Uses Analytics to Build Value and Competitive Edge - Joseph Byrum
abstract: Principal Financial Group expands roster of C-level executives to include a chief data scientist, and appointed Joseph Byrum to the critical new role.
author: Joseph Byrum
citation: https://www.dig-in.com/news/how-principal-financial-is-using-analytics-to-build-value-and-competitive-edge
date modified: 2018-12-19
date published: 2018-12-19
description: Principal Financial Group expands roster of C-level executives to include a chief data scientist, and appointed Joseph Byrum to the critical new role.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Portfolio Management
name: How The Principal Uses Analytics to Build Value and Competitive Edge
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 41
type: Article

How to Go Digital: Practical Wisdom to Help Drive Your Organization's Digital Transformation
about: Crowdsourcing
about: Digital Transformation
abstract: Strategies and case studies demonstrating how organizations can use crowdsourcing to build analytics capabilities and drive digital transformation.
author: Joseph Byrum
description: Strategies and case studies demonstrating how organizations can use crowdsourcing to build analytics capabilities and drive digital transformation.
is part of: Joseph Byrum's Website
publisher: org-the-mit-press
subject of: Improving Analytics Capabilities Through Crowdsourcing
type: Article

How your AI undermines your innovation investments in subtle ways - Joseph Byrum
abstract: Discover how AI optimization destroyed a fintech’s $31M investment. Learn the hidden cognitive diversity crisis and how top companies avoid the trap.
author: Joseph Byrum
citation: https://agfundernews.com/guest-article-how-your-ai-undermines-your-innovation-investments-in-subtle-ways
citation: https://books.google.com/books/about/The_Practice_Of_Management.html
citation: https://hai.stanford.edu/ai-index
citation: https://ir.tesla.com/press-release/tesla-releases-fourth-quarter-and-full-year-2024-financial-results
citation: https://www.cbinsights.com/research/report/fintech-trends-q2-2024/
citation: https://www.edge.org/conversation/stuart_a_kauffman-the-adjacent-possible
citation: https://www.microsoft.com/en-us/ai/responsible-ai
citation: https://www.sciencedirect.com/topics/medicine-and-dentistry/heterozygote-advantage
date modified: 2025-07-23
date published: 2025-07-23
description: Discover how AI optimization destroyed a fintech’s $31M investment. Learn the hidden cognitive diversity crisis and how top companies avoid the trap.
is part of: Joseph Byrum's Website
name: How your AI undermines your innovation investments in subtle ways
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 692
type: Article

Idea Connection interview with Joseph Byrum about Crowdsourcing
author: Joseph Byrum
is part of: Joseph Byrum's Website
mentions: Crowdsourcing
type: Article
type: NewsArticle

Idea Connection interview with Joseph Byrum about Innovation and Thought Leadership
author: Joseph Byrum
is part of: Joseph Byrum's Website
mentions: Leadership
type: Article
type: NewsArticle

Idea Connection Interview with Joseph Byrum on Open Innovation Mathematical Challenge - Joseph Byrum
abstract: The forward edge of scientific work in agriculture, whether it drives a business or marketing decision, provides an insight into a new plant trait, or leads to a breakthrough in yield, is increasingly being driven by data.
author: Joseph Byrum
citation: https://sloanreview.mit.edu/article/improving-analytics-capabilities-through-crowdsourcing/
citation: https://www.ideaconnection.com/interviews/00376-Syngenta-Mathematical-Crop-Challenge.html
date modified: 2016-06-01
date published: 2016-06-01
description: The forward edge of scientific work in agriculture, whether it drives a business or marketing decision, provides an insight into a new plant trait, or leads to a breakthrough in yield, is increasingly being driven by data.
is part of: Joseph Byrum's Website
keywords: agriculture, cognitive diversity, crowdsourcing, Innovation, interviews
name: Idea Connection Interview with Joseph Byrum on Open Innovation Mathematical Challenge
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 211
type: Article

Idea Connection Interview with Joseph Byrum - Joseph Byrum
abstract: Companies that have a deeply embedded ‘not invented here’ culture are less likely to be successful at innovation.
author: Joseph Byrum
citation: https://www.ideaconnection.com/interviews/00304-Syngenta-Thoughtseeders.html
date modified: 2011-10-27
date published: 2011-10-27
description: Companies that have a deeply embedded ‘not invented here’ culture are less likely to be successful at innovation.
is part of: Joseph Byrum's Website
keywords: agriculture, interviews
name: Idea Connection Interview with Joseph Byrum
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 124
type: Article

Ideas Ex Machina
abstract: Businesses—and individuals—who fail to invest in AI risk being left behind.
abstract: If machines are better at coming up with ideas than humans, then our species loses its competitive advantage. Ideas, after all, are what make us who we are.
alternative headline: Ideas Ex Machina - Joseph Byrum
author: Joseph Byrum
citation: https://www.aspeninstitute.org/longform/ideas-the-magazine-of-the-aspen-institute-full-special-issue-2018/ideas-ex-machina/
date modified: 2018-10-01
date published: 2018-10-01
description: Businesses—and individuals—who fail to invest in AI risk being left behind.
description: If machines are better at coming up with ideas than humans, then our species loses its competitive advantage. Ideas, after all, are what make us who we are.
is part of: Joseph Byrum's Website
keywords: intelligence theory
publisher: org-aspen-institute
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 843
type: Article

Identifying the Best Performing Stocks Based on Their Semi-Annual Returns - Joseph Byrum
abstract: AI stock prediction breakthrough: Research teams achieve statistically significant return predictions. Deep learning vs traditional ML methods compared.
author: Joseph Byrum
citation: https://arxiv.org/abs/1906.08636
date modified: 2019-06-20
date published: 2019-06-20
description: AI stock prediction breakthrough: Research teams achieve statistically significant return predictions. Deep learning vs traditional ML methods compared.
is part of: Joseph Byrum's Website
keywords: crowdsourcing, Portfolio Management
name: Identifying the Best Performing Stocks Based on Their Semi-Annual Returns
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 170
type: Article

Improving Analytics Capabilities Through Crowdsourcing - Joseph Byrum
abstract: Syngenta’s 5,000 PhD scientists couldn’t solve their 7-year plant breeding problem. Discover how open innovation changed everything.
author: Joseph Byrum
citation: https://direct.mit.edu/books/search-results
citation: https://en.wikipedia.org/wiki/Crowdsourcing
citation: https://en.wikipedia.org/wiki/Open_innovation
citation: https://pubsonline.informs.org/magazine/orms-today
citation: https://sloanreview.mit.edu/article/improving-analytics-capabilities-through-crowdsourcing/
citation: https://sloanreview.mit.edu/
citation: https://www.informationweek.com/
date modified: 2016-06-13
date published: 2016-06-13
description: Syngenta’s 5,000 PhD scientists couldn’t solve their 7-year plant breeding problem. Discover how open innovation changed everything.
is part of: Joseph Byrum's Website
keywords: cognitive diversity, crowdsourcing, Data Analytics and Operations Research, Innovation
name: Improving Analytics Capabilities Through Crowdsourcing
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 511
type: Article

Incorporating AI into a Public Equity Manager’s Investment Process – Joseph Byrum
abstract: Transform public equity management with artificial intelligence. Discover how the intelligent enterprise uses AI for superior financial portfolio management.
author: Joseph Byrum
citation: https://cutter.com/
citation: https://en.wikipedia.org/wiki/Artificial_intelligence
citation: https://en.wikipedia.org/wiki/Portfolio_management
citation: https://www.linkedin.com/in/josephbyrumchiefinnovator/recent-activity/articles/
citation: https://www.linkedin.com/pulse/incorporating-ai-public-equity-managers-investment-byrum-ph-d-mba-rmskc/
citation: https://www.springernature.com/gp/products/books
date modified: 2024-05-10
date published: 2024-05-10
description: Transform public equity management with artificial intelligence. Discover how the intelligent enterprise uses AI for superior financial portfolio management.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Portfolio Management
name: Incorporating AI into a Public Equity Manager’s Investment Process
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1086
type: Article

Incorporating AI into a Public Equity Manager’s Investment Process - Consilience AI
abstract: It is widely accepted that AI will be transformative to the investment industry, creating both disruption and opportunities for the investment process. The
author: Joseph Byrum
date published: 2024-05-22
description: It is widely accepted that AI will be transformative to the investment industry, creating both disruption and opportunities for the investment process. The
is part of: Joseph Byrum's Website
name: Incorporating AI into a Public Equity Manager's Investment Process
publisher: org-consilience-ai
type: Article

Innovative Technology at the Interface of Finance and Operations
about: Finance
about: Technology
abstract: Analysis of payment systems' historical development, current state, and future implications for banking institutions in an increasingly digital economy.
abstract: Comprehensive analysis of AI implementation in financial portfolio management, including use cases, considerations, and best practices for asset managers.
author: Joseph Byrum
description: Analysis of payment systems' historical development, current state, and future implications for banking institutions in an increasingly digital economy.
description: Comprehensive analysis of AI implementation in financial portfolio management, including use cases, considerations, and best practices for asset managers.
is part of: Joseph Byrum's Website
publisher: org-springer
type: Article

Joseph Byrum and Team Launch Financial AI Platform - Joseph Byrum
abstract: The platform provides investment professionals with a depth of insight and a breadth of perspective that is simply unparalleled in today’s market.
author: Joseph Byrum
citation: https://www.businesswire.com/news/home/20240418720206/en/Consilience.ai-Unveils-AlphaIQ-Platform-for-Instant-and-Verifiable-Insights-for-Financial-Analysis
date modified: 2024-04-18
date published: 2024-04-18
description: The platform provides investment professionals with a depth of insight and a breadth of perspective that is simply unparalleled in today’s market.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Portfolio Management
name: Joseph Byrum and Team Launch Financial AI Platform
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 63
type: Article

Joseph Byrum Awarded 2016 Decision Analysis Practice Award - Joseph Byrum
abstract: Joseph Byrum received the prestigious accolade for outstanding decision analysis application, as appraised by a distinguished panel comprising members from both societies.
author: Joseph Byrum
citation: https://www.decisionprofessionals.com/advance-career/awards/practice-award
date modified: 2016-06-01
date published: 2016-06-01
description: Joseph Byrum received the prestigious accolade for outstanding decision analysis application, as appraised by a distinguished panel comprising members from both societies.
is part of: Joseph Byrum's Website
keywords: awards, decision analysis
name: Joseph Byrum Awarded 2016 Decision Analysis Practice Award
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 290
type: Article

Joseph Byrum Endorses ‘The Art of Change: Transforming Paradoxes into Breakthroughs' Book by Jeff DeGraff - Joseph Byrum
abstract: The Art of Change by Jeff DeGraff offers a framework for developing a paradoxical mindset that embraces contradictions as catalysts for growth and innovation.
author: Joseph Byrum
citation: https://jeffdegraff.com/book/the-art-of-change/
date modified: 2025-04-03
date published: 2025-04-03
description: The Art of Change by Jeff DeGraff offers a framework for developing a paradoxical mindset that embraces contradictions as catalysts for growth and innovation.
is part of: Joseph Byrum's Website
keywords: endorsements, Innovation
name: Joseph Byrum Endorses ‘The Art of Change: Transforming Paradoxes into Breakthroughs’ Book by Jeff DeGraff
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 47
type: Article

Joseph Byrum Endorses ‘The Innovation Code: The Creative Power of Constructive Conflict' Book by Jeff DeGraff - Joseph Byrum
abstract: Jeff DeGraff’s The Innovation Code gives executives the roadmap for how to survive and grow: an innovation culture and processes optimized to create value.
author: Joseph Byrum
citation: https://jeffdegraff.com/book/the-innovation-code/
date modified: 2017-08-07
date published: 2017-08-07
description: Jeff DeGraff’s The Innovation Code gives executives the roadmap for how to survive and grow: an innovation culture and processes optimized to create value.
is part of: Joseph Byrum's Website
keywords: endorsements, Innovation, Leadership
name: Joseph Byrum Endorses ‘The Innovation Code: The Creative Power of Constructive Conflict’ Book by Jeff DeGraff
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 85
type: Article

Joseph Byrum featured in CXO magazine
author: Joseph Byrum
is part of: Joseph Byrum's Website
type: Article
type: NewsArticle

Joseph Byrum Is An Aspen Institute First Mover Fellow - Joseph Byrum
abstract: Developing outcome based financing models for agriculture research and decision-making tools to enable sustainable deployment.
author: Joseph Byrum
citation: https://www.aspeninstitute.org/programs/first-movers-fellowship-program/2012-first-movers/
date modified: 2012-06-01
date published: 2012-06-01
description: Developing outcome based financing models for agriculture research and decision-making tools to enable sustainable deployment.
is part of: Joseph Byrum's Website
keywords: agriculture, awards
name: Joseph Byrum Is An Aspen Institute First Mover Fellow
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 70
type: Article

Joseph Byrum is Driving Financial Innovation at Principal
author: Joseph Byrum
is part of: Joseph Byrum's Website
type: Article
type: NewsArticle

Joseph Byrum is Driving Financial Innovation - Joseph Byrum
abstract: The machines take care of the drudgery, leaving human intelligence to do what it does best – apply judgment to a clearly established set of relevant facts.
author: Joseph Byrum
citation: https://pubsonline.informs.org/do/10.1287/orms.2019.04.09/full/
date modified: 2019-07-30
date published: 2019-07-30
description: The machines take care of the drudgery, leaving human intelligence to do what it does best – apply judgment to a clearly established set of relevant facts.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Data Analytics and Operations Research, Portfolio Management
name: Joseph Byrum is Driving Financial Innovation
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1493
type: Article

Joseph Byrum Presents New Soybean Genetic Process - Joseph Byrum
abstract: This tool is about better analysis of the data, to make better decisions.
author: Joseph Byrum
citation: https://www.farm-news.com/2015/11/21/syngenta-touts-new-soybean-genetic-process/
date modified: 2015-11-21
date published: 2015-11-21
description: This tool is about better analysis of the data, to make better decisions.
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research
name: Joseph Byrum Presents New Soybean Genetic Process
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 212
type: Article

Joseph Byrum: The Reason AI Doesn’t Know Your Company Exists and Why That’s Now a Board-Level Problem
author: Joseph Byrum
date published: 2026-03-20
is part of: Joseph Byrum's Website
mentions: Digital Transformation
type: Article
type: NewsArticle

Joseph Byrum Two-Time Drexel LeBow Analytics 50 Recipient - Joseph Byrum
abstract: Published: | Updated: Published at Drexel LeBow University 2019 and 2021 Drexel LeBow Analytics 50 | 2019 Honoree | Asset […]
author: Joseph Byrum
citation: https://www.lebow.drexel.edu/faculty-and-research/centers/business-analytics-solutions-center/analytics-50/honorees/principal-global-equities
citation: https://www.lebow.drexel.edu/faculty-and-research/centers/business-analytics-solutions-center/analytics-50/honorees/principal-global-fixed-income
citation: https://www.lebow.drexel.edu/faculty-research/centers-institutes/center-business-analytics/drexel-lebow-analytics-50/2019
date modified: 2021-07-01
date published: 2021-07-01
description: Published: | Updated: Published at Drexel LeBow University 2019 and 2021 Drexel LeBow Analytics 50 | 2019 Honoree | Asset […]
is part of: Joseph Byrum's Website
keywords: awards, Data Analytics and Operations Research, Portfolio Management
name: Joseph Byrum Two-Time Drexel LeBow Analytics 50 Recipient
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 646
type: Article

Joseph Byrum Wins 2015 INFORMS Franz Edelman Prize - Joseph Byrum
abstract: Winning the Franz Edelman Award demonstrates the scientific excellence and leadership science is bringing to the farmer in the field,
author: Joseph Byrum
citation: https://stories.cals.iastate.edu/2015/11/advanced-analytics-collaborating-for-greater-growth/
citation: https://tauber.umich.edu/news-events/news/syngenta-wins-2015-informs-edelman-prize
citation: https://www.informs.org/Recognizing-Excellence/Award-Recipients/Syngenta-2015-Edelman
date modified: 2015-04-15
date published: 2015-04-15
description: Winning the Franz Edelman Award demonstrates the scientific excellence and leadership science is bringing to the farmer in the field,
is part of: Joseph Byrum's Website
keywords: agriculture, awards
name: Joseph Byrum Wins 2015 INFORMS Franz Edelman Prize
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 150
type: Article

Joseph Byrum Wins 2016 ANA Genius Award for Analytics Innovation - Joseph Byrum
abstract: It is an honor to be recognized by the ANA as marketing innovators among the world’s top brands.
author: Joseph Byrum
citation: https://www.geniusawards.com/about/
citation: https://www.syngenta-us.com/newsroom/news_release_detail
date modified: 2016-11-09
date published: 2016-11-09
description: It is an honor to be recognized by the ANA as marketing innovators among the world’s top brands.
is part of: Joseph Byrum's Website
keywords: agriculture, awards, Data Analytics and Operations Research
name: Joseph Byrum Wins 2016 ANA Genius Award for Analytics Innovation
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 90
type: Article

Joseph Byrum: You Don’t Have an SEO Problem. You Have an Entity Engineering Problem
author: Joseph Byrum
date published: 2026-03-20
is part of: Joseph Byrum's Website
type: Article
type: NewsArticle

Leading the Intelligent Enterprise – Joseph Byrum
abstract: Extract from MIT’s ‘Leading the Intelligent Enterprise.’ Discover how AI transforms every business function for competitive advantage.
author: Joseph Byrum
citation: http://www.ox.ac.uk/news/arts-blog/restoring-ancient-greek-inscriptions-using-ai-deep-learning
citation: https://en.wikipedia.org/wiki/Intelligent_enterprise
citation: https://pubsonline.informs.org/magazine/orms-today
citation: https://sloanreview.mit.edu/article/leading-the-intelligent-enterprise/
citation: https://sloanreview.mit.edu/series/the-ai-machine-learning-imperative/
citation: https://sloanreview.mit.edu/
citation: https://www.iise.org/IEMagazine/Details2.aspx
citation: https://www.informationweek.com/
citation: https://www.sciencedaily.com/releases/2020/02/200213132615.htm
date modified: 2020-08-03
date published: 2020-08-03
description: Extract from MIT’s ‘Leading the Intelligent Enterprise.’ Discover how AI transforms every business function for competitive advantage.
is part of: Joseph Byrum's Website
keywords: intelligent enterprise, Leadership
name: Leading the Intelligent Enterprise
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 530
type: Article

Lockdown Lessons for the Intelligent Enterprise
about: Intelligent Enterprise
abstract: COVID-19 lockdown lessons for building the intelligent enterprise. From Sears’ $54B failure to OODA Loop strategy for business adaptation.
alternative headline: Lockdown Lessons for the Intelligent Enterprise – Joseph Byrum
author: Joseph Byrum
citation: http://www.searsarchives.com/catalogs/history.htm
citation: https://en.wikipedia.org/wiki/Intelligent_enterprise
citation: https://en.wikipedia.org/wiki/OODA_loop
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2021.03.01/full/
citation: https://pubsonline.informs.org/magazine/orms-today
citation: https://sloanreview.mit.edu/
citation: https://www.baltimoresun.com/news/bs-xpm-1993-01-26-1993026112-story.html
citation: https://www.iise.org/IEMagazine/Details2.aspx
citation: https://www.informationweek.com/
citation: https://www.sun-sentinel.com/news/fl-xpm-1991-02-15-9101080852-story.html
date modified: 2021-03-10
date published: 2021-03-10
description: COVID-19 lockdown lessons for building the intelligent enterprise. From Sears’ $54B failure to OODA Loop strategy for business adaptation.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, intelligent enterprise, Leadership, OODA loop
mentions: AI: The Path to the Intelligent Enterprise
mentions: The Intelligent Enterprise
mentions: Engineering The Intelligent Enterprise
mentions: How the Intelligent Enterprise will Drive Innovation
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Lockdown Lessons for the Intelligent Enterprise
word count: 1354
type: Article

Man and Machine Known Knowns: Understanding Smart Technology Part 4
about: Unknown Knowns
about: Technology
abstract: From chess masters to poker champions—discover which battles humans win vs. AI, and why cooperation might be our only survival strategy.
alternative headline: Man and Machine Known Knowns – Joseph Byrum
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://encrypted.google.com/patents/US20160229068
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2019.04.10/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://su.org/concepts/
citation: https://www.arl.army.mil/arlreports/2012/ARL-TR-5949.pdf
citation: https://www.eremedia.com/sourcecon/human-vs-machine-who-sources-best-the-results-of-the-2017-grandmaster-competition/
citation: https://www.sciencedirect.com/science/article/abs/pii/S095741581830048
date modified: 2019-06-18
date published: 2019-06-18
description: From chess masters to poker champions—discover which battles humans win vs. AI, and why cooperation might be our only survival strategy.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, series: understanding smart technology and ourselves
mentions: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
mentions: The Human Mind Known Knowns: Understanding Smart Technology Part 3
mentions: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
mentions: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
mentions: Smart Automation Impact on Society: Understanding Smart Technology Part 8
mentions: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
mentions: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
subject of: Smart Automation Impact on Society: Understanding Smart Technology Part 8
subject of: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
subject of: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
subject of: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
word count: 966
type: Article

Managing the Quantum Computing Era - Joseph Byrum
abstract: This Executive Update highlights within the next 10-20 years, the quantum computing era can lead us to a fully intelligent enterprise.
author: Joseph Byrum
citation: https://www.cutter.com/article/managing-quantum-computing-era
date modified: 2021-07-19
date published: 2021-07-19
description: This Executive Update highlights within the next 10-20 years, the quantum computing era can lead us to a fully intelligent enterprise.
is part of: Joseph Byrum's Website
keywords: intelligent enterprise, Leadership, Quantum Computing
name: Managing the Quantum Computing Era
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 96
type: Article

Meaning Is the New Leadership: The Human Edge in an AI-Driven World
author: Joseph Byrum
author: Danzi Consulting Staff Writers
date published: 2025-11-16
is part of: Joseph Byrum's Website
mentions: Artificial Intelligence
mentions: Leadership
type: Article
type: NewsArticle

Measuring AI Authority: CPQ Citation Threshold & Entity Score
abstract: Learn the CPQ citation threshold and Entity Authority Score to track AI authority in search results. Stop guessing, start measuring.
author: Joseph Byrum
date modified: 2026-05-22
date published: 2026-05-21
description: Learn the CPQ citation threshold and Entity Authority Score to track AI authority in search results. Stop guessing, start measuring.
is part of: Joseph Byrum's Website
keywords: AI authority, CPQ, Entity Authority Score, ontological dominance, Search Measurement
publisher: org-joseph-byrum
word count: 943
type: Article

Meet an Alumni: Joseph Byrum - Joseph Byrum
abstract: A degree from the Department of Plant, Soil and Microbial Sciences gave notable alum Joseph Byrum the essential analytical and intellectual tools to succeed in a growing biotechnology industry.
alternative headline: Meet an Alumni: Joseph Byrum
author: Joseph Byrum
citation: http://www4.syngenta.com/
citation: https://www.canr.msu.edu/news/meet_an_alumna_joseph_byrum
date modified: 2017-05-02
date published: 2017-05-02
description: A degree from the Department of Plant, Soil and Microbial Sciences gave notable alum Joseph Byrum the essential analytical and intellectual tools to succeed in a growing biotechnology industry.
headline: Meet an Alumni: Joseph Byrum
is part of: Joseph Byrum's Website
keywords: Leadership
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 294
type: Article
type: NewsArticle

Method for selecting statistically validated candidate genes
abstract: Statistical methods for identifying and validating candidate genes associated with agronomic traits. Provides robust quantitative genetic approaches for gene discovery and crop improvement.
author: Joseph Byrum
description: Statistical methods for identifying and validating candidate genes associated with agronomic traits. Provides robust quantitative genetic approaches for gene discovery and crop improvement.
is part of: Joseph Byrum's Website
type: Article

MicroMGx Welcomes Dr. Joseph Byrum to the Team - Joseph Byrum
abstract: Joe brings several decades of R&D and market experience will undoubtedly contribute greatly to our entrepreneurial funding efforts, our bioinformatics, and to our industry insight.
alternative headline: MicroMGx Welcomes Dr. Joseph Byrum to the Team
author: Joseph Byrum
citation: https://www.micromgx.com/micromgx-welcomes-dr-joseph-byrum-to-the-team/
date modified: 2021-06-25
date published: 2021-06-25
description: Joe brings several decades of R&D and market experience will undoubtedly contribute greatly to our entrepreneurial funding efforts, our bioinformatics, and to our industry insight.
headline: MicroMGx Welcomes Dr. Joseph Byrum to the Team
is part of: Joseph Byrum's Website
keywords: Leadership
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 144
type: Article
type: NewsArticle

Nitrogen: The Key to Reducing Greenhouse Gas Emissions
about: Agriculture
abstract: Precision ag can play a key role in reducing agriculture’s impact on greenhouse gases by limiting the nitrogen rate.
abstract: Precision ag will play a key role in improving nitrogen efficiency. The good news is that improvements are possible now that they make financial sense for growers.
alternative headline: Nitrogen: The Key to Reducing Greenhouse Gas Emissions - Joseph Byrum
author: Joseph Byrum
citation: http://www.ipcc.ch/ipccreports/tar/wg3/index.php
citation: http://www.scientificamerican.com/article/could-dwarf-corn-improve-yields/
citation: https://www.globalagtechinitiative.com/vision-conference/nitrogen-the-key-to-reducing-greenhouse-gas-emissions/
date modified: 2016-09-20
date published: 2016-09-20
description: Precision ag can play a key role in reducing agriculture’s impact on greenhouse gases by limiting the nitrogen rate.
description: Precision ag will play a key role in improving nitrogen efficiency. The good news is that improvements are possible now that they make financial sense for growers.
is part of: Joseph Byrum's Website
keywords: Data Analytics and Operations Research
publisher: org-global-ag-tech-initiative
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1195
type: Article

Nucleic Acid Molecules and Other Molecules Associated with the Methionine Synthesis and Degradation Pathways
about: Genetic Markers
abstract: Isolated nucleic acid molecules and other molecules associated with plants and their uses for plant improvement. Includes genes, regulatory sequences, and genetic markers for trait enhancement in crop breeding.
author: Joseph Byrum
description: Isolated nucleic acid molecules and other molecules associated with plants and their uses for plant improvement. Includes genes, regulatory sequences, and genetic markers for trait enhancement in crop breeding.
is part of: Joseph Byrum's Website
type: Article

Nucleic acid molecules and other molecules associated with plants
about: Genetic Markers
abstract: Isolated nucleic acid molecules and other molecules associated with plants and their uses for plant improvement. Includes genes, regulatory sequences, and genetic markers for trait enhancement in crop breeding.
author: Joseph Byrum
description: Isolated nucleic acid molecules and other molecules associated with plants and their uses for plant improvement. Includes genes, regulatory sequences, and genetic markers for trait enhancement in crop breeding.
is part of: Joseph Byrum's Website
type: Article

Nucleic Acid Molecules and Other Molecules Associated with Plants
about: Genetic Markers
abstract: Isolated nucleic acid molecules and other molecules associated with plants and their uses for plant improvement. Includes genes, regulatory sequences, and genetic markers for trait enhancement in crop breeding.
author: Joseph Byrum
description: Isolated nucleic acid molecules and other molecules associated with plants and their uses for plant improvement. Includes genes, regulatory sequences, and genetic markers for trait enhancement in crop breeding.
is part of: Joseph Byrum's Website
type: Article

Nucleic Acid Molecules and Other Molecules Associated with Plants and Uses Thereof for Plant Improvement
about: Genetic Markers
abstract: Isolated nucleic acid molecules and other molecules associated with plants and their uses for plant improvement. Includes genes, regulatory sequences, and genetic markers for trait enhancement in crop breeding.
author: Joseph Byrum
description: Isolated nucleic acid molecules and other molecules associated with plants and their uses for plant improvement. Includes genes, regulatory sequences, and genetic markers for trait enhancement in crop breeding.
is part of: Joseph Byrum's Website
type: Article

Nucleic acid molecules and other molecules associated with plants and uses thereof for plant improvement
about: Genetic Markers
abstract: Isolated nucleic acid molecules and other molecules associated with plants and their uses for plant improvement. Includes genes, regulatory sequences, and genetic markers for trait enhancement in crop breeding.
author: Joseph Byrum
description: Isolated nucleic acid molecules and other molecules associated with plants and their uses for plant improvement. Includes genes, regulatory sequences, and genetic markers for trait enhancement in crop breeding.
is part of: Joseph Byrum's Website
type: Article

Ontological Warfare: 3 Attack Vectors on Entity Authority
abstract: Three attack vectors in ontological warfare: Conflation Engineering, Vocabulary Displacement, Temporal Depth Denial. Learn defenses for entity authority.
author: Joseph Byrum
date modified: 2026-05-22
date published: 2026-05-21
description: Three attack vectors in ontological warfare: Conflation Engineering, Vocabulary Displacement, Temporal Depth Denial. Learn defenses for entity authority.
is part of: Joseph Byrum's Website
keywords: Adversarial AI, Attack Vectors, conflation engineering, Entity Authority Score, Ontological Warfare
publisher: org-joseph-byrum
word count: 1580
type: Article

Open Innovation Success Story: Idea Connection and Joseph Byrum - Joseph Byrum
abstract: My mantra for business survival in the biotechnology sphere is ‘Unlearn. Transform. Reinvent’.
author: Joseph Byrum
citation: https://www.ideaconnection.com/innovation-success-byrum.html
date modified: 2017-06-01
date published: 2017-06-01
description: My mantra for business survival in the biotechnology sphere is ‘Unlearn. Transform. Reinvent’.
is part of: Joseph Byrum's Website
keywords: agriculture, cognitive diversity, Innovation, interviews
name: Open Innovation Success Story: Idea Connection and Joseph Byrum
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 42
type: Article

Optimizing Business With Open Innovation
abstract: Students are outperforming domain experts on AI projects. Discover the cognitive diversity advantage every company is ignoring.
alternative headline: Optimizing Business With Open Innovation – Joseph Byrum
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Crowdsourcing
citation: https://en.wikipedia.org/wiki/Open_innovation
citation: https://pubsonline.informs.org/do/10.1287/orms.2019.03.02/full/
citation: https://pubsonline.informs.org/magazine/orms-today
citation: https://sloanreview.mit.edu/article/improving-analytics-capabilities-through-crowdsourcing/
citation: https://sloanreview.mit.edu/
citation: https://www.informationweek.com/
date modified: 2019-06-04
date published: 2019-06-04
description: Students are outperforming domain experts on AI projects. Discover the cognitive diversity advantage every company is ignoring.
is part of: Joseph Byrum's Website
keywords: cognitive diversity, crowdsourcing, Data Analytics and Operations Research, Innovation
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Optimizing Business With Open Innovation
word count: 1045
type: Article

Optimizing Crop Management
abstract: 'Smart' application of fertilizer illustrates payoff in using analytical tools to enhance crop yields and improve the environment.
abstract: Smart application of fertilizer illustrates payoff in using analytical tools to enhance crop yields and improve the environment.
alternative headline: Optimizing Crop Management - Joseph Byrum
author: Joseph Byrum
citation: http://www.cals.uidaho.edu/edComm/pdf/BUL/BUL896.pdf
citation: http://www.ncbi.nlm.nih.gov/pubmed/11338313
citation: https://go.gale.com/ps/i.do
citation: https://pubsonline.informs.org/do/10.1287/orms.2016.03.23/full/
date modified: 2016-06-06
date modified: 2026-01-01
date published: 2016-06-06
date published: 2026-01-01
description: 'Smart' application of fertilizer illustrates payoff in using analytical tools to enhance crop yields and improve the environment.
description: Smart application of fertilizer illustrates payoff in using analytical tools to enhance crop yields and improve the environment.
is part of: Joseph Byrum's Website
keywords: Data Analytics and Operations Research
keywords: agriculture
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Optimizing Crop Management
word count: 1246
word count: 378
type: Article

Organizational Understanding of AI: Bridging the Gap for Effective Implementation - Consilience AI
abstract: As organizations embark on their AI journeys, it is imperative to cultivate a culture of continuous learning, adaptability, and fearless experimentation.
abstract: The future of business belongs to those who can wield the power of AI with the wisdom of human judgment, data-driven and artistry of creative problem-solving.
alternative headline: Organizational Understanding of AI: Bridging the Gap for Effective Implementation - Joseph Byrum
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/organizational-understanding-ai-bridging-gap-joseph-byrum-ph-d-mba-3xqjc/
date modified: 2024-05-22
date published: 2024-05-22
description: As organizations embark on their AI journeys, it is imperative to cultivate a culture of continuous learning, adaptability, and fearless experimentation.
description: The future of business belongs to those who can wield the power of AI with the wisdom of human judgment, data-driven and artistry of creative problem-solving.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Leadership, Portfolio Management
name: Organizational Understanding of AI: Bridging the Gap for Effective Implementation
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 849
type: Article

Overcoming Statistical Limitations with Idiosyncratic AI
about: Idiosyncratic AI
abstract: To measure business performance, build a model that accounts for the complexity of financial markets and individual differences.
alternative headline: Overcoming Statistical Limitations with Idiosyncratic AI - Joseph Byrum
author: Joseph Byrum
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2019.03.04/full/
date modified: 2019-04-17
date published: 2019-04-17
description: To measure business performance, build a model that accounts for the complexity of financial markets and individual differences.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Data Analytics and Operations Research, idiosyncratic AI
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Overcoming Statistical Limitations with Idiosyncratic AI
word count: 1738
type: Article

Parsing 20 Years of Public Data by AI Maps Trends in Proteomics and Forecasts Technology - Joseph Byrum
abstract: Using NLP and AI, we analyze trends in the field of proteomics in both technology development and the applications to life sciences.
author: Joseph Byrum
citation: https://doi.org/10.1021/acs.jproteome.3c00430
citation: https://pmc.ncbi.nlm.nih.gov/articles/PMC10874502/figure/F1/
citation: https://pmc.ncbi.nlm.nih.gov/articles/PMC10874502/figure/F2/
citation: https://pmc.ncbi.nlm.nih.gov/articles/PMC10874502/figure/F3/
citation: https://pmc.ncbi.nlm.nih.gov/articles/PMC10874502/figure/F4/
citation: https://pmc.ncbi.nlm.nih.gov/articles/PMC10874502/table/T1/
citation: https://pmc.ncbi.nlm.nih.gov/articles/PMC10874502/table/T2/
citation: https://pmc.ncbi.nlm.nih.gov/articles/PMC10874502/
citation: https://reporter.nih.gov/
citation: https://scholar.google.com/scholar_lookup
date modified: 2023-12-14
date published: 2023-12-14
description: Using NLP and AI, we analyze trends in the field of proteomics in both technology development and the applications to life sciences.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence
name: Parsing 20 Years of Public Data by AI Maps Trends in Proteomics and Forecasts Technology
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 6702
type: Article

Pathways to Precision: Managing Risk With Germplasm
about: Germplasm
abstract: Data analytics show how to maintain products that fit localized needs and how to bring insight and facts to the market for best utilization.
abstract: No one can know what the conditions will be for the next growing season. Is it possible for a grower to act with precision even when the most important
alternative headline: Pathways to Precision: Managing Risk With Germplasm - Joseph Byrum
author: Joseph Byrum
citation: http://www.precisionag.com/production/rethinking-what-makes-germplasm-elite/
citation: https://www.globalagtechinitiative.com/market-watch/pathways-to-precision-managing-risk-with-germplasm/
date modified: 2016-11-07
date published: 2016-11-07
description: Data analytics show how to maintain products that fit localized needs and how to bring insight and facts to the market for best utilization.
description: No one can know what the conditions will be for the next growing season. Is it possible for a grower to act with precision even when the most important
is part of: Joseph Byrum's Website
keywords: Data Analytics and Operations Research
publisher: org-global-ag-tech-initiative
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 872
type: Article

Piercing the Veil: How Linguistic AI Analysis is Decoding Ambiguity in Corporate Disclosures
abstract: As markets grow ever more complex and data-driven, investors who harness the power of AI through the latent meaning of language itself.
alternative headline: Piercing the Veil: How Linguistic AI Analysis is Decoding Ambiguity in Corporate Disclosures - Joseph Byrum
author: Joseph Byrum
citation: https://consilience.ai/piercing-the-veil-how-linguistic-ai-analysis-is-decoding-ambiguity-in-corporate-disclosures/
citation: https://www.linkedin.com/pulse/piercing-veil-how-linguistic-ai-analysis-decoding-byrum-ph-d-mba-rd5dc/
date modified: 2024-04-18
date published: 2024-04-18
description: As markets grow ever more complex and data-driven, investors who harness the power of AI through the latent meaning of language itself.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, linguistics
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 830
type: Article

Plants having resistance to multiple herbicides and its use
abstract: Soybean plants with resistance to multiple herbicides, enabling flexible weed management strategies. Provides agronomic advantage through improved crop protection options and simplified field management.
author: Joseph Byrum
description: Soybean plants with resistance to multiple herbicides, enabling flexible weed management strategies. Provides agronomic advantage through improved crop protection options and simplified field management.
is part of: Joseph Byrum's Website
type: Article

Predictions for Business & Society in 2019 - Joseph Byrum
abstract: Augmented intelligence systems will quietly boost productivity by calculating likely outcomes so that better informed human teams will make better decisions.
author: Joseph Byrum
citation: https://catalyst.nejm.org/ai-technologies-augmentation-healthcare-decisions/
citation: https://www.ama-assn.org/press-center/press-release/ama-passes-first-policy-recommendations-augmented-intelligence
citation: https://www.aspeninstitute.org/blog-posts/predictions-2019-holds-for-business/
citation: https://www.healthcareitnews.com/news/augmented-intelligence-next-frontier-health-imaging
date modified: 2018-12-21
date published: 2018-12-21
description: Augmented intelligence systems will quietly boost productivity by calculating likely outcomes so that better informed human teams will make better decisions.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Leadership
name: Predictions for Business & Society in 2019
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 136
type: Article

Preparing for an AI Future
abstract: O.R. in a box: It could happen with AI using known algorithms, applying them to new situations and constantly adjusting and recalculating to maintain optimal efficiency.
alternative headline: Preparing for an AI Future - Joseph Byrum
author: Joseph Byrum
citation: http://www.dtic.mil/dtic/tr/fulltext/u2/a157106.pdf
citation: https://arstechnica.com/gaming/2016/06/an-ai-wrote-this-movie-and-its-strangely-moving/
citation: https://pubsonline.informs.org/do/10.1287/orms.2018.06.08/full/
citation: https://www.bls.gov/ooh/math/operations-research-analysts.htm
citation: https://www.mckinsey.com/~/media/mckinsey/featured%20insights/future%20of%20organizations/what%20the%20future%20of%20work%20will%20mean%20for%20jobs%20skills%20and%20wages/mgi%20jobs%20lost-jobs%20gai…
citation: https://www.polygon.com/2016/9/1/12753298/morgan-trailer-artificial-intelligence
date modified: 2018-12-10
date published: 2018-12-10
description: O.R. in a box: It could happen with AI using known algorithms, applying them to new situations and constantly adjusting and recalculating to maintain optimal efficiency.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Data Analytics and Operations Research
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Preparing for an AI Future
word count: 1313
type: Article

Probable Cause and Information Privacy
abstract: The future of data analytics and operations research lies in establishing causation, not correlation.
alternative headline: Probable Cause and Information Privacy - Joseph Byrum
author: Joseph Byrum
citation: https://academic.oup.com/ije/article/29/6/963/659223
citation: https://crashstats.nhtsa.dot.gov/Api/Public/Publication/812409
citation: https://crashstats.nhtsa.dot.gov/Api/Public/ViewPublication/812369
citation: https://pubsonline.informs.org/do/10.1287/orms.2018.04.06/full/
date modified: 2018-08-06
date published: 2018-08-06
description: The future of data analytics and operations research lies in establishing causation, not correlation.
is part of: Joseph Byrum's Website
keywords: Data Analytics and Operations Research, Policy
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Probable Cause and Information Privacy
word count: 1231
type: Article

Progress Toward the Intelligent Enterprise – Joseph Byrum
abstract: To deliver on the promise of AI, leaders must focus their efforts on improving their organization’s culture and decision-making capabilities.
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Intelligent_enterprise
citation: https://pubsonline.informs.org/magazine/orms-today
citation: https://sloanreview.mit.edu/article/leading-the-intelligent-enterprise/
citation: https://sloanreview.mit.edu/article/progress-toward-the-intelligent-enterprise/
citation: https://sloanreview.mit.edu/projects/expanding-ais-impact-with-organizational-learning/
citation: https://sloanreview.mit.edu/
citation: https://www.idc.com/getdoc.jsp
citation: https://www.iise.org/IEMagazine/Details2.aspx
citation: https://www.informationweek.com/
date modified: 2021-02-11
date published: 2021-02-11
description: To deliver on the promise of AI, leaders must focus their efforts on improving their organization’s culture and decision-making capabilities.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, intelligent enterprise
name: Progress Toward the Intelligent Enterprise
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 527
type: Article

Putting a Price on Farm Data
abstract: Farm data has immense value despite being difficult to quantify. Brazil’s meteoric rise in soybean production demonstrates how data analytics can transform agriculture and boost yields worth millions.
abstract: How do we value farm data? The question has no simple answer, writes Joseph Byrum, chief data scientist at Principal Financial Group.
alternative headline: Putting a Price on Farm Data - Joseph Byrum
author: Joseph Byrum
citation: http://usda.mannlib.cornell.edu/usda/current/wasde/wasde-06-09-2017.pdf
citation: https://agfundernews.com/putting-price-farm-data
citation: https://apps.fas.usda.gov/psdonline/app/index.html%22%20%5Cl%20%22/app/advQuery
citation: https://www.embrapa.br/busca-de-publicacoes/-/publicacao/1070385/scientific-computing-in-the-context-of-a-successful-agricultural-research-enterprise
citation: https://www.ers.usda.gov/webdocs/publications/44087/59672_eib-154_errata.pdf
date modified: 2017-09-13
date published: 2017-09-13
description: Farm data has immense value despite being difficult to quantify. Brazil’s meteoric rise in soybean production demonstrates how data analytics can transform agriculture and boost yields worth millions.
description: How do we value farm data? The question has no simple answer, writes Joseph Byrum, chief data scientist at Principal Financial Group.
is part of: Joseph Byrum's Website
keywords: Complex Systems, Data Analytics and Operations Research, Economics
publisher: org-agfundernews
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 905
type: Article

Guest article: Quantum computing in agriculture… analyzing the next frontier of innovation
about: Agriculture
about: Quantum Computing
abstract: Quantum computing has potentially transformative capabilities for analyzing agricultural biological systems with unprecedented fidelity.
author: Joseph Byrum
date published: 2025-05-26
description: Quantum computing has potentially transformative capabilities for analyzing agricultural biological systems with unprecedented fidelity.
headline: Quantum Computing in Agriculture -- Analyzing the Next Frontier of Innovation
is part of: Joseph Byrum's Website
mentions: Quantum Computing in Agriculture… Analyzing the Next Frontier of Innovation
publisher: org-agfundernews
type: Article

Quantum Computing in Agriculture… Analyzing the Next Frontier of Innovation
about: Agriculture
about: Quantum Computing
abstract: Quantum computing meets agriculture: How quantum mechanics could revolutionize crop genomics, protein modeling, and food production. The future is here.
alternative headline: Quantum Computing in Agriculture… Analyzing the Next Frontier of Innovation - Joseph Byrum
author: Joseph Byrum
citation: https://agfundernews.com/guest-article-quantum-computing-in-agriculture-analyzing-the-next-frontier-of-innovation
date modified: 2025-05-26
date published: 2025-05-26
description: Quantum computing meets agriculture: How quantum mechanics could revolutionize crop genomics, protein modeling, and food production. The future is here.
is part of: Joseph Byrum's Website
keywords: agriculture, Quantum Computing
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Guest article: Quantum computing in agriculture… analyzing the next frontier of innovation
word count: 1168
type: Article

Quantum Computing in Finance 2025: Industry Analysis & Investment Guide - Joseph Byrum
about: Finance
about: Quantum Computing
abstract: Finance executives' quantum computing guide: Current capabilities, investment requirements, ROI timelines. Why $100M+ leaders are betting on quantum now.
abstract: Finance executives’ quantum computing guide: Current capabilities, investment requirements, ROI timelines. Why $100M+ leaders are betting on quantum now.
author: Joseph Byrum
citation: https://docs.dwavesys.com/docs/latest/c_gs_2.html
citation: https://quantum-computing.ibm.com/docs/iqx/guide/shors-algorithm
citation: https://quantum-computing.ibm.com/
citation: https://quantumalgorithmzoo.org/
citation: https://research.google/research-areas/quantum-computing/
citation: https://spectrum.ieee.org/computing/hardware/the-case-against-quantum-computing
citation: https://www.dwavesys.com/
citation: https://www.fujitsu.com/us/services/business-services/digital-annealer/services/
citation: https://www.honeywell.com/us/en/company/quantum
citation: https://www.science20.com/joseph_byrum/quantum_computing_in_finance_where_we_stand_and_where_we_could_go-254398
date modified: 2025-06-05
date published: 2025-06-05
description: Finance executives' quantum computing guide: Current capabilities, investment requirements, ROI timelines. Why $100M+ leaders are betting on quantum now.
description: Finance executives’ quantum computing guide: Current capabilities, investment requirements, ROI timelines. Why $100M+ leaders are betting on quantum now.
is part of: Joseph Byrum's Website
keywords: Data Analytics and Operations Research, Portfolio Management, Quantum Computing
name: Quantum Computing in Finance 2025: Industry Analysis & Investment Guide
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 13405
type: Article

Quantum Computing Will Drive Parallel Innovation
about: Real-Time Processing
about: Quantum Computing
abstract: The power behind quantum computing enables today’s most difficult algorithms to be solved in a matter of seconds, enabling real-time processing.
abstract: This Advisor explores how the power behind quantum computing can enable today’s most difficult algorithms to be solved in a matter of seconds, enabling real-time processing, analysis, and modeling of data unthinkable with current methods. Parallel processing will accelerate the effectiveness of teams using data analytics to boost efficiency.
alternative headline: Quantum Computing Will Drive Parallel Innovation - Joseph Byrum
author: Joseph Byrum
citation: https://www.cutter.com/article/quantum-computing-will-drive-parallel-innovation
date modified: 2022-02-02
date published: 2022-02-02
description: The power behind quantum computing enables today’s most difficult algorithms to be solved in a matter of seconds, enabling real-time processing.
description: This Advisor explores how the power behind quantum computing can enable today’s most difficult algorithms to be solved in a matter of seconds, enabling real-time processing, analysis, and modeling of data unthinkable with current methods. Parallel processing will accelerate the effectiveness of teams using data analytics to boost efficiency.
is part of: Joseph Byrum's Website
keywords: Data Analytics and Operations Research, Innovation, Quantum Computing
publisher: org-cuttercom
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 64
type: Article

Quantum Computing's Answer to the Global Food Security Problem - Joseph Byrum
abstract: Quantum computing should make it possible to look for answers to food security questions we’ve never been able to ask.
author: Joseph Byrum
citation: https://agfundernews.com/quantum-computing-answer-to-the-global-food-security-problem
citation: https://reliefweb.int/report/world/global-report-food-crises-2021
citation: https://twin-cities.umn.edu/news-events/man-who-saved-billion-lives
citation: https://www.fastcompany.com/3062052/feeding-the-world-with-math
citation: https://www.ft.com/content/bbff5dfd-caa3-4481-a111-c79f0d38d486
citation: https://www.genome.gov/human-genome-project/Completion-FAQ
citation: https://www.google.com/
citation: https://www.istockphoto.com/photo/shot-of-corridor-in-large-working-data-center-full-of-rack-servers-and-supercomputers-gm1061412388-283743873
citation: https://www.nature.com/articles/nature08670
citation: https://www.youtube.com/watch
date modified: 2021-06-15
date published: 2021-06-15
description: Quantum computing should make it possible to look for answers to food security questions we’ve never been able to ask.
is part of: Joseph Byrum's Website
keywords: agriculture, Policy, Quantum Computing
name: Quantum Computing’s Answer to the Global Food Security Problem
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1071
type: Article

Quantum Computing's Answer to the Global Food Security Problem
about: Food Security
about: Quantum Computing
abstract: Quantum hardware's depth of analysis would likely advance our understanding of the genetic code of plants – and humans – far beyond what we know today.
author: Joseph Byrum
date published: 2021-06-15
description: Quantum hardware's depth of analysis would likely advance our understanding of the genetic code of plants – and humans – far beyond what we know today.
headline: Quantum computing’s answer to the global food security problem
is part of: Joseph Byrum's Website
publisher: org-agfundernews
type: Article

Quantum Optimization: The Future of Operations Research
abstract: Now’s the time to begin experimenting with optimization possibilities of Quantum Computing.
alternative headline: Quantum Optimization: The Future of Operations Research - Joseph Byrum
author: Joseph Byrum
citation: https://docs.dwavesys.com/docs/latest/c_gs_2.html
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2021.04.05/full/
citation: https://quantum-computing.ibm.com/
citation: https://www.caltech.edu/about/news/feynmans-nobel-year-48524
citation: https://youtu.be/Ja0HSFj8Imc
date modified: 2021-06-02
date published: 2021-06-02
description: Now’s the time to begin experimenting with optimization possibilities of Quantum Computing.
is part of: Joseph Byrum's Website
keywords: Data Analytics and Operations Research, Quantum Computing
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Quantum Optimization: The Future of Operations Research
word count: 1056
type: Article

Redefining AI for a Better Tomorrow
abstract: What truly makes Joseph a multifaceted and visionary leader is that he has achieved remarkable success in not just one but many fields.
alternative headline: Redefining AI for a Better Tomorrow - Joseph Byrum
author: Joseph Byrum
citation: https://api.whatsapp.com/send
citation: https://consilience.ai/
citation: https://twitter.com/intent/tweet
citation: https://www.cxomagazine.com/redefining-ai-for-a-better-tomorrow/
citation: https://www.facebook.com/sharer/sharer.php
citation: https://www.linkedin.com/sharing/share-offsite/
date modified: 2024-10-25
date published: 2024-10-25
description: What truly makes Joseph a multifaceted and visionary leader is that he has achieved remarkable success in not just one but many fields.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Leadership
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Redefining AI for a Better Tomorrow
word count: 2765
type: Article
type: NewsArticle

Redefining Business Strategy in the Age of AI - Joseph Byrum
about: Competitive Advantage
abstract: AI is transforming business by democratizing expertise. Learn how companies must rethink competitive advantage in an era of abundant knowledge.
author: Joseph Byrum
citation: https://hbr.org/2025/03/strategy-in-an-era-of-abundant-expertise
date modified: 2025-04-18
date published: 2025-04-18
description: AI is transforming business by democratizing expertise. Learn how companies must rethink competitive advantage in an era of abundant knowledge.
headline: Redefining Business Strategy in the Age of AI
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, austrian economics, Innovation, Leadership
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 2151
type: Article

Rethinking Soybean Planting Rate: Part 1
author: Joseph Byrum
is part of: Joseph Byrum's Website
subject of: Rethinking Soybean Planting Rate: Part 2
subject of: Rethinking Soybean Planting Rate: Part 3
type: Article

Rethinking Soybean Planting Rate: Part 2
author: Joseph Byrum
is part of: Joseph Byrum's Website
mentions: Rethinking Soybean Planting Rate: Part 1
subject of: Rethinking Soybean Planting Rate: Part 3
type: Article

Rethinking Soybean Planting Rate: Part 3
author: Joseph Byrum
is part of: Joseph Byrum's Website
mentions: Rethinking Soybean Planting Rate: Part 1
mentions: Rethinking Soybean Planting Rate: Part 2
type: Article

Rethinking the Foundations of Ethical AI
abstract: 42 ISE Magazine | www.iise.org/ISEmagazine
abstract: Advancing ethical AI is a critical step toward having AI systems capable of assisting all the functions of a business.
alternate name: Rethinking The Foundations of Ethical AI
alternative headline: Rethinking The Foundations of Ethical AI - Joseph Byrum
author: Joseph Byrum
citation: https://ie.binus.ac.id/2020/08/31/rethinking-the-foundations-of-ethical-ai/
citation: https://www.iise.org/iemagazine/2020-08/html/byrum/byrum.html
date modified: 2020-08-21
date published: 2020-01-01
date published: 2020-08-21
description: 42 ISE Magazine | www.iise.org/ISEmagazine
description: Advancing ethical AI is a critical step toward having AI systems capable of assisting all the functions of a business.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, intelligent enterprise, Policy
publisher: org-iiseorg
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: How the Intelligent Enterprise will Drive Innovation
subject of: Rethinking the Foundations of Ethical AI
word count: 1570
type: Article

Rethinking What Makes Germplasm 'Elite'
about: Germplasm
abstract: Managing germplasm should be about achieving diversity that produces results by an analytical framework in the breeding program focused on quality over quantity
abstract: Only proper germplasm placement, as identified and optimized by analytic tools, provides the potential for truly 'elite' results.
alternate name: Rethinking What Makes Germplasm ‘Elite’
alternative headline: Rethinking What Makes Germplasm ‘Elite' - Joseph Byrum
author: Joseph Byrum
citation: https://www.globalagtechinitiative.com/vision-conference/rethinking-what-makes-germplasm-elite/
date modified: 2016-10-04
date published: 2016-10-04
date published: 2016-10-05
description: Managing germplasm should be about achieving diversity that produces results by an analytical framework in the breeding program focused on quality over quantity
description: Only proper germplasm placement, as identified and optimized by analytic tools, provides the potential for truly 'elite' results.
headline: Rethinking What Makes Germplasm ‘Elite’
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research, Innovation
publisher: org-global-ag-tech-initiative
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1022
type: Article

Precision Ag’s Role in Getting Nitrogen Right For a Better Environment
abstract: Scientists can be forgiven for thinking that when they come up with optimized methods for accomplishing some task, end-users will jump at the chance to
abstract: True precision requires real-time analysis. Dynamic factors such as soil moisture levels and weather conditions constantly alter a plant’s nitrogen uptake.
alternative headline: Role of Precision Ag in Getting Nitrogen Right For a Better Environment - Joseph Byrum
author: Joseph Byrum
citation: https://www.globalagtechinitiative.com/vision-conference/precision-ags-role-in-getting-nitrogen-right-for-a-better-environment/
date modified: 2016-09-02
date published: 2016-09-02
description: Scientists can be forgiven for thinking that when they come up with optimized methods for accomplishing some task, end-users will jump at the chance to
description: True precision requires real-time analysis. Dynamic factors such as soil moisture levels and weather conditions constantly alter a plant’s nitrogen uptake.
is part of: Joseph Byrum's Website
keywords: Data Analytics and Operations Research
name: Role of Precision Ag in Getting Nitrogen Right For a Better Environment
publisher: org-global-ag-tech-initiative
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1022
type: Article

Slash Soybean Seeds 75% & Keep Same Yield (Science Proof) – Joseph Byrum
abstract: Soybean farmers waste 75% of seeds due to overplanting. Discover the 95% sunlight rule that could save thousands in input costs.
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Agriculture
citation: https://farmprogress.com
citation: https://www.farmprogress.com/soybean/rethinking-soybean-planting-rate-part-one
date modified: 2017-05-03
date published: 2017-05-03
description: Soybean farmers waste 75% of seeds due to overplanting. Discover the 95% sunlight rule that could save thousands in input costs.
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research, series: rethinking soybean planting rate
name: Slash Soybean Seeds 75% & Keep Same Yield (Science Proof)
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 987
type: Article

Smart Automation Impact on Society: Understanding Smart Technology Part 8
about: Smart Automation
about: Technology
abstract: Only 4 companies make advanced chips, 5 giants destroyed entire industries. Discover how tech monopolies will determine AI’s economic impact.
alternative headline: Smart Automation Impact on Society – Joseph Byrum
author: Joseph Byrum
citation: http://quoteinvestigator.com/2012/09/27/invent-the-future/
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2020.02.03/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://venturebeat.com/2017/10/01/globalfoundries-next-generation-chip-factories-will-cost-at-least-10-billion/
citation: https://www.adweek.com/digital/us-newspapers-make-40-billion-less-ads-today-2000-160966/
citation: https://www.autoblog.com/2010/07/27/why-does-it-cost-so-much-for-automakers-to-develop-new-models/
citation: https://www.flightglobal.com/news/articles/brazil-court-revokes-injunction-against-embraer-boei-454663/
citation: https://www.riaa.com/u-s-sales-database/
citation: https://www.seattletimes.com/business/boeing-aerospace/will-787-program-ever-show-an-overall-profit-analysts-grow-more-skeptical/
date modified: 2020-02-19
date published: 2020-02-19
description: Only 4 companies make advanced chips, 5 giants destroyed entire industries. Discover how tech monopolies will determine AI’s economic impact.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, series: understanding smart technology and ourselves
mentions: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
mentions: Man and Machine Known Knowns: Understanding Smart Technology Part 4
mentions: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
mentions: The Human Mind Known Knowns: Understanding Smart Technology Part 3
mentions: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
mentions: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
mentions: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
mentions: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
subject of: Smart Automation Impact on Society: Understanding Smart Technology Part 8
word count: 1129
type: Article

Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
about: Unknown Knowns
about: Technology
abstract: From garage doors that killed children to cars choosing which pedestrian to hit—discover why smarter devices aren’t always safer devices.
alternative headline: Smart Machine Dangers Unknown Knowns – Joseph Byrum
author: Joseph Byrum
citation: https://archive.org/stream/statutesunitedk30britgoog
citation: https://crashstats.nhtsa.dot.gov/Api/Public/ViewPublication/811182
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2020.01.04/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.cpsc.gov/content/safety-commission-publishes-final-rules-for-automatic-garage-door-openers
citation: https://www.usatoday.com/story/travel/columnist/cox/2014/08/11/autopilot-control-takeoff-cruising-landing/13921511/
citation: https://www2.usgs.gov/humancapital/documents/JohariWindow.pdf
date modified: 2019-12-16
date published: 2019-12-16
description: From garage doors that killed children to cars choosing which pedestrian to hit—discover why smarter devices aren’t always safer devices.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, series: understanding smart technology and ourselves
mentions: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
mentions: Man and Machine Known Knowns: Understanding Smart Technology Part 4
mentions: The Human Mind Known Knowns: Understanding Smart Technology Part 3
mentions: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
mentions: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
mentions: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
mentions: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
mentions: Smart Automation Impact on Society: Understanding Smart Technology Part 8
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
subject of: Smart Automation Impact on Society: Understanding Smart Technology Part 8
subject of: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
word count: 1209
type: Article

Soybean cultivar 010005
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 010007
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean Cultivar 010009
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 010010
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 010011
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 010013
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 0120284
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 0120285
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 0120286
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 0120287
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 0127562
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 0487686
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 0491727
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 0491728
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 240200
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 901181544
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 91062936407
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 919011
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 920011
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 921021
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 921031
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 922013
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 922286942427
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 922411274
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 922411394
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 92440927
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 92478609
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 924788
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 924861
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 925847
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar 9323269436984
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar S010354
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar S030150
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean cultivar SO22215
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Soybean variety 0137335
about: Disease Resistance
abstract: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
author: Joseph Byrum
description: Novel soybean cultivar with improved agronomic characteristics including enhanced yield potential, disease resistance, and seed quality. Developed through systematic breeding and selection for commercial production.
is part of: Joseph Byrum's Website
type: Article

Stanford University team wins Syngenta Crop Challenge in Analytics - Joseph Byrum
abstract: This competition clearly demonstrated that people outside and adjacent to the industry can make noteworthy contributions.
author: Joseph Byrum
citation: https://www.farmprogress.com/soybean/stanford-university-team-wins-syngenta-crop-challenge-in-analytics
date modified: 2016-04-26
date published: 2016-04-26
description: This competition clearly demonstrated that people outside and adjacent to the industry can make noteworthy contributions.
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research
name: Stanford University team wins Syngenta Crop Challenge in Analytics
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 119
type: Article

STRATEGIC LATENCY UNLEASHED: THE ROLE OF TECHNOLOGY IN A REVISIONIST GLOBAL ORDER AND THE IMPLICATIONS FOR SPECIAL OPERATIONS FORCES
about: Global Food System
about: Technology
abstract: Analysis of contemporary global food systems through the lens of strategic competition, examining implications for special operations forces and national security policy.
author: Joseph Byrum
description: Analysis of contemporary global food systems through the lens of strategic competition, examining implications for special operations forces and national security policy.
is part of: Joseph Byrum's Website
publisher: org-center-for-global-security-research-lawrence-livermor-7350d6
type: Article

Student Team Competition Provides Real-World Experience for O.R. and Analytics Students - Joseph Byrum
abstract: Agriculture is transforming into a data driven business
author: Joseph Byrum
citation: https://sciencex.com/wire-news/250447184/student-team-competition-provides-real-world-experience-for-or-a.html
citation: https://www.eurekalert.org/news-releases/590621
date modified: 2017-03-08
date published: 2017-03-08
description: Agriculture is transforming into a data driven business
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research
name: Student Team Competition Provides Real-World Experience for O.R. and Analytics Students
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 49
type: Article

Syngenta AI Challenge Looks to Address World Hunger - Joseph Byrum
abstract: In the face of a rising global population, we need to grow plants that can adapt and thrive in changing conditions, especially as vital resources like water and land are finite.
author: Joseph Byrum
citation: https://urldefense.proofpoint.com/v2/url
citation: https://www.agdaily.com/news/syngenta-launches-artificial-intelligence-seed-breeding-contest/
citation: https://www.feedstuffs.com/agribusiness-news/syngenta-ai-challenge-looks-to-address-world-hunger
citation: https://www.prnewswire.com/news-releases/syngenta-and-ai-for-good-foundation-launch-new-ai-challenge-to-address-world-hunger-with-machine-learning-300398665.html
citation: https://www.wisfarmer.com/story/news/2017/01/30/syngenta-and-ai-good-foundation-launch-new-ai-challenge-address-world-hunger-machine-learning/97243792/
date modified: 2017-02-01
date published: 2017-02-01
description: In the face of a rising global population, we need to grow plants that can adapt and thrive in changing conditions, especially as vital resources like water and land are finite.
is part of: Joseph Byrum's Website
keywords: agriculture, Artificial Intelligence
name: Syngenta AI Challenge Looks to Address World Hunger
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 106
type: Article

Syngenta Announces 2017 Crop Challenge in Analytics Finalists - Joseph Byrum
abstract: We are so excited to see the value that new ideas in analytics bring to increasing efficiency and productivity in seed breeding.
author: Joseph Byrum
citation: https://www.agdaily.com/news/syngenta-crop-challenge-finalists/
date modified: 2017-03-14
date published: 2017-03-14
description: We are so excited to see the value that new ideas in analytics bring to increasing efficiency and productivity in seed breeding.
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research
name: Syngenta Announces 2017 Crop Challenge in Analytics Finalists
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 76
type: Article

Syngenta Crop Challenge Finalists to Use Analytics for Farm Seed Selection - Joseph Byrum
abstract: Knowing the world is grappling for new ideas to help alleviate hunger challenges, this competition focuses specifically on using analytics to address that issue.
author: Joseph Byrum
citation: https://cropprotectionnews.com/stories/510700894-syngenta-crop-challenge-finalists-to-use-analytics-for-farm-seed-selection
citation: https://news.agropages.com/News/Detail-17258.htm
citation: https://www.prnewswire.com/news-releases/syngenta-crop-challenge-finalists-use-advanced-analytics-to-optimize-farmer-seed-selection-300227720.html
date modified: 2016-03-14
date published: 2016-03-14
description: Knowing the world is grappling for new ideas to help alleviate hunger challenges, this competition focuses specifically on using analytics to address that issue.
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research
name: Syngenta Crop Challenge Finalists to Use Analytics for Farm Seed Selection
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 101
type: Article

Syngenta Geneticist Named Michigan State University Outstanding Alumnus - Joseph Byrum
abstract: Joseph Byrum, global head of soybean seeds and traits R&D at Syngenta, has been named a recipient of the 2016 Outstanding Alumnus Award from Michigan State University.
author: Joseph Byrum
citation: https://www.canr.msu.edu/anrweek/uploads/2016_Luncheon_Program.pdf
citation: https://www.seedworld.com/us/news/2016/03/11/geneticist-named-michigan-state-university-outstanding-alumnus/
date modified: 2016-03-08
date published: 2016-03-08
description: Joseph Byrum, global head of soybean seeds and traits R&D at Syngenta, has been named a recipient of the 2016 Outstanding Alumnus Award from Michigan State University.
is part of: Joseph Byrum's Website
keywords: agriculture, Leadership
name: Syngenta Geneticist Named Michigan State University Outstanding Alumnus
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 310
type: Article

Syngenta Geneticist, Thought Leader Joseph Byrum named Michigan State University Outstanding Alumnus - Joseph Byrum
abstract: Joseph Byrum, Ph.D., MBA, PMP, honored for accomplished career and groundbreaking analytics in agriculture work.
author: Joseph Byrum
citation: https://www.seedquest.com/news.php
date modified: 2016-03-11
date published: 2016-03-11
description: Joseph Byrum, Ph.D., MBA, PMP, honored for accomplished career and groundbreaking analytics in agriculture work.
is part of: Joseph Byrum's Website
keywords: agriculture, awards
name: Syngenta Geneticist, Thought Leader Joseph Byrum named Michigan State University Outstanding Alumnus
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 326
type: Article

Syngenta geneticist, thought leader Joseph Byrum named Michigan State University outstanding alumnus
author: Joseph Byrum
is part of: Joseph Byrum's Website
subject of: MSU CANRAA Outstanding Alumnus Award
type: Article
type: NewsArticle

Syngenta Offers Artificial Intelligence Competition - Joseph Byrum
abstract: This is taking in all of the genetic information we have on soybeans and weather data and trying to figure out a way to select those varieties tacross a broader array of environments
author: Joseph Byrum
citation: https://ai4good.org/blog/ai4good-brownfield-ag-radio/
citation: https://www.brownfieldagnews.com/news/syngenta-offers-artificial-intelligence-competition/
citation: https://www.ideaconnection.com/Syngenta-AI-Challenge/
date modified: 2017-02-01
date published: 2017-02-01
description: This is taking in all of the genetic information we have on soybeans and weather data and trying to figure out a way to select those varieties tacross a broader array of environments
is part of: Joseph Byrum's Website
keywords: agriculture, crowdsourcing, interviews
name: Syngenta Offers Artificial Intelligence Competition
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 151
type: Article

Syngenta's ground breaking genetics by environmental interaction technology - Joseph Byrum
abstract: Joseph Byrum, Global Head of Product Development for Oil Seeds at Syngenta discusses their industry changing machine learning and artificial intelligence modeling that will dramatically accelerate the product development of new genetics.
author: Joseph Byrum
citation: https://m.farms.com/videos/business-and-finance/syngenta-s-ground-breaking-genetics-by-environmental-interaction-technology-120206.aspx
date modified: 2017-03-14
date published: 2017-03-14
description: Joseph Byrum, Global Head of Product Development for Oil Seeds at Syngenta discusses their industry changing machine learning and artificial intelligence modeling that will dramatically accelerate the product development of new genetics.
is part of: Joseph Byrum's Website
keywords: agriculture, Complex Systems, interviews, video
name: Syngenta’s ground breaking genetics by environmental interaction technology
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 41
type: Article

Taking Advantage of the AI Revolution
about: Technology
abstract: Is it worth devoting the time to achieve resource optimization through improved decision-making? Those that fail to take advantage of AI are at risk of being overtaken by forward-looking competitors.
abstract: The first Industrial Revolution of the 18th century introduced new means of mechanization, looms and steam-powered devices, which freed laborers from the most onerous tasks and liberated factories from the limitations of human and animal power. In the 19th century, the second revolution brought mass production techniques that allowed products to be efficiently manufactured at an unprecedented scale. The transformation to digital technology, led by the development of the computer, is the third revolution that…
alternative headline: Taking Advantage of the AI Revolution - Joseph Byrum
author: Joseph Byrum
citation: https://ie.binus.ac.id/2018/06/29/taking-advantage-of-the-ai-revolution/
date modified: 2018-06-29
date published: 2018-06-29
description: Is it worth devoting the time to achieve resource optimization through improved decision-making? Those that fail to take advantage of AI are at risk of being overtaken by forward-looking competitors.
description: The first Industrial Revolution of the 18th century introduced new means of mechanization, looms and steam-powered devices, which freed laborers from the most onerous tasks and liberated factories from the limitations of human and animal power. In the 19th century, the second revolution brought mass production techniques that allowed products to be efficiently manufactured at an unprecedented scale. The transformation to digital technology, led by the development of the computer, is the third revolution that…
headline: Taking advantage of the AI revolution
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence
publisher: org-iebinusacid
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Taking Advantage of the AI Revolution
word count: 1302
type: Article

Talent Meets Opportunity - Joseph Byrum
abstract: When it comes to cross-campus collaboration, Carnegie Mellon University puts it to practice, and it’s immensely powerful.
author: Joseph Byrum
citation: https://www.cmu.edu/dietrich/news/news-stories/2019/june/principal-partnership.html
date modified: 2019-06-03
date published: 2019-06-03
description: When it comes to cross-campus collaboration, Carnegie Mellon University puts it to practice, and it’s immensely powerful.
is part of: Joseph Byrum's Website
keywords: Innovation, Leadership
name: Talent Meets Opportunity
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 66
type: Article

Teaching Artificial Intelligence To Do No Harm
about: Artificial Intelligence
abstract: Validation is the critical component in ethical AI. For the Intelligent Enterprise, the emphasis on validation means ethical AI should yield superior results.
alternative headline: Teaching Artificial Intelligence To Do No Harm - Joseph Byrum
author: Joseph Byrum
citation: https://ethicsinaction.ieee.org/
citation: https://fortune.com/2019/03/22/asset-management-artificial-intelligence-standards/
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2020.05.15/full/
citation: https://site.ieee.org/sagroups-7010/
date modified: 2020-08-31
date published: 2020-08-31
description: Validation is the critical component in ethical AI. For the Intelligent Enterprise, the emphasis on validation means ethical AI should yield superior results.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Policy
mentions: Anxiety over artificial intelligence
mentions: Artificial Intelligence: Machines, Man and Intelligence
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Teaching Artificial Intelligence To Do No Harm
word count: 1121
type: Article

Tending the AI Garden
abstract: Alan Turing’s passion for sunflowers reveals mathematical connection linking the worlds of AI, biology and finance through mathematics.
alternative headline: Tending the AI Garden - Joseph Byrum
author: Joseph Byrum
citation: http://www.dna.caltech.edu/courses/cs191/paperscs191/turing.pdf
citation: https://link.springer.com/chapter/10.1007/978-3-662-05642-4_20
citation: https://pubsonline.informs.org/do/10.1287/orms.2020.01.07/full/
citation: https://royalsocietypublishing.org/doi/full/10.1098/rsos.160091
citation: https://webarchive.nationalarchives.gov.uk/20170404144435/http://www.turingsunflowers.com/
citation: https://www.cia.gov/news-information/featured-story-archive/2015-featured-story-archive/the-enigma-of-alan-turing.html
citation: https://www.cmuse.org/classical-pieces-with-the-golden-ratio/
citation: https://www.fastcompany.com/3063891/the-shocking-amount-of-science-and-tech-that-goes-into-a-can-of-tomato-soup
citation: https://www.goldennumber.net/parthenon-phi-golden-ratio/
date modified: 2020-02-03
date published: 2020-02-03
description: Alan Turing’s passion for sunflowers reveals mathematical connection linking the worlds of AI, biology and finance through mathematics.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Complex Systems, Portfolio Management
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Tending the AI Garden
word count: 1075
type: Article

The Advent of Artificial Intelligence in Agriculture - Tekedia
about: Agriculture
about: Artificial Intelligence
abstract: A group of maize farmers stands huddled around an agronomist and his computer on the side of an irrigation pivot in central South Africa. The agronomist has just flown over the pivot with a hybrid UAV that takes off and lands using propellers yet maintains distance and speed for scanning vast hectares of land through […]
abstract: Unlock AI potential in agriculture. Expert analysis reveals why current machine learning fails in farming & key strategies for successful deployment.
alternative headline: The Advent of Artificial Intelligence in Agriculture - Joseph Byrum
author: Joseph Byrum
citation: https://www.tekedia.com/advent-artificial-intelligence-agriculture/
date modified: 2017-02-24
date published: 2017-02-24
description: A group of maize farmers stands huddled around an agronomist and his computer on the side of an irrigation pivot in central South Africa. The agronomist has just flown over the pivot with a hybrid UAV that takes off and lands using propellers yet maintains distance and speed for scanning vast hectares of land through […]
description: Unlock AI potential in agriculture. Expert analysis reveals why current machine learning fails in farming & key strategies for successful deployment.
is part of: Joseph Byrum's Website
keywords: agriculture, Artificial Intelligence
name: The Advent of Artificial Intelligence in Agriculture
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
publisher: org-tekedia
word count: 1515
type: Article

The AI Expertise Revolution - Joseph Byrum
about: Artificial Intelligence
abstract: Today, artificial intelligence stands poised to dramatically reduce the cost of accessing expertise while simultaneously expanding its availability.
author: Joseph Byrum
citation: https://hbr.org/2025/03/strategy-in-an-era-of-abundant-expertise
date modified: 2025-04-03
date published: 2025-04-03
description: Today, artificial intelligence stands poised to dramatically reduce the cost of accessing expertise while simultaneously expanding its availability.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence
name: The AI Expertise Revolution
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1736
type: Article

The AI Investment Paradox: When Will a Trillion Dollars Pay Off? - Consilience AI
about: Artificial Intelligence
abstract: In the span of just a few years, artificial intelligence has captured the imagination of business leaders and economists alike, promising transformative gains
abstract: The true measure of AI’s success will emerge through the gradual transformation of how we work, innovate, and create value.
alternative headline: The AI Investment Paradox: When Will a Trillion Dollars Pay Off? - Joseph Byrum
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/ai-investment-paradox-when-trillion-dollars-pay-off-joseph-5naac/
date modified: 2025-01-27
date published: 2025-01-27
date published: 2025-01-28
description: In the span of just a few years, artificial intelligence has captured the imagination of business leaders and economists alike, promising transformative gains
description: The true measure of AI’s success will emerge through the gradual transformation of how we work, innovate, and create value.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Leadership
name: The AI Investment Paradox: When Will a Trillion Dollars Pay Off?
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 890
type: Article

The AI Spring: How Specialized Models are Transforming Business and Society
about: AI Spring
abstract: Specialized language model (SLM) AI powerhouses, tailored to specific domains and tasks, are unlocking countless possibilities in business and society.
alternative headline: The AI Spring: How Specialized Models are Transforming Business and Society - Joseph Byrum
author: Joseph Byrum
citation: https://consilience.ai/the-ai-spring-how-specialized-models-are-transforming-business-and-society/
citation: https://www.linkedin.com/pulse/ai-spring-how-specialized-models-transforming-society-joseph-ggjpc/
date modified: 2024-04-29
date published: 2024-04-29
description: Specialized language model (SLM) AI powerhouses, tailored to specific domains and tasks, are unlocking countless possibilities in business and society.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, idiosyncratic AI, small language models
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 979
type: Article

The AI Transformation of Finance
about: Finance
abstract: Thanks to artificial intelligence (AI) the finance industry has, within its grasp, the potential for a powerful expansion in capabilities.
abstract: The AI Transformation of Finance By Joseph Byrum, Chief Data Scientist at Principal - Managing money has traditionally involved more art than science. Investment managers would rely on instinct and experience to...
alternative headline: The AI Transformation of Finance - Joseph Byrum
author: Joseph Byrum
citation: https://bigdata.cioreview.com/cxoinsight/the-ai-transformation-of-finance-nid-31951-cid-15.html
date modified: 2021-06-01
date published: 2020-09-16
date published: 2021-06-01
description: Thanks to artificial intelligence (AI) the finance industry has, within its grasp, the potential for a powerful expansion in capabilities.
description: The AI Transformation of Finance By Joseph Byrum, Chief Data Scientist at Principal - Managing money has traditionally involved more art than science. Investment managers would rely on instinct and experience to...
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Portfolio Management
publisher: org-cioreview
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 105
type: Article

The Algorithmic Authority Gap: Why Most Executives Don't Exist Where Decisions Happen
abstract: In 1937, Ronald Coase published 'The Nature of the Firm' and explained why companies exist: They minimize transaction costs that markets can't handle efficiently. Today's shift is equally fundamental. Business value discovery now depends on algorithmic authority, whether AI systems can parse, validate and recommend your expertise across platforms where decisions happen. Most C-suite executives don't exist where business decisions happen. Board committees query ChatGPT to validate candidates. Institutional investors ask Claude to verify track records. M&A teams use Perplexity during due diligence. When 200 million professionals use ChatGPT weekly, these systems must find and validate your expertise. Most can't, or, worse, they surface the wrong information. This isn't a branding problem. It's a technical infrastructure failure with measurable revenue consequences.
abstract: The executives who appear in AI recommendations aren't necessarily more qualified. They have better technical infrastructure.
abstract: When 58.5% of searches end without a click and 200 million professionals use ChatGPT weekly, business decisions happen inside AI interfaces rather than on websites. This article examines the algorithmic authority gap facing C-suite executives who lack the technical infrastructure for AI systems to recognize and recommend their expertise. Drawing on experience building computational systems across genomics and finance, the author reveals how algorithmic invisibility impacts board appointments (median $300K+ compensation), M&A due diligence, and competitive positioning. Explains why traditional SEO and content marketing fail to create the structured entity data AI systems require, and provides practical testing methods executives can use immediately to verify their algorithmic visibility across ChatGPT, Claude, Perplexity, and Google Knowledge Panels.
alternative headline: The executives who appear in AI recommendations aren't necessarily more qualified. They have better technical infrastructure.
author: Joseph Byrum
date published: 2026-01-30
description: In 1937, Ronald Coase published 'The Nature of the Firm' and explained why companies exist: They minimize transaction costs that markets can't handle efficiently. Today's shift is equally fundamental. Business value discovery now depends on algorithmic authority, whether AI systems can parse, validate and recommend your expertise across platforms where decisions happen. Most C-suite executives don't exist where business decisions happen. Board committees query ChatGPT to validate candidates. Institutional investors ask Claude to verify track records. M&A teams use Perplexity during due diligence. When 200 million professionals use ChatGPT weekly, these systems must find and validate your expertise. Most can't, or, worse, they surface the wrong information. This isn't a branding problem. It's a technical infrastructure failure with measurable revenue consequences.
description: The executives who appear in AI recommendations aren't necessarily more qualified. They have better technical infrastructure.
description: When 58.5% of searches end without a click and 200 million professionals use ChatGPT weekly, business decisions happen inside AI interfaces rather than on websites. This article examines the algorithmic authority gap facing C-suite executives who lack the technical infrastructure for AI systems to recognize and recommend their expertise. Drawing on experience building computational systems across genomics and finance, the author reveals how algorithmic invisibility impacts board appointments (median $300K+ compensation), M&A due diligence, and competitive positioning. Explains why traditional SEO and content marketing fail to create the structured entity data AI systems require, and provides practical testing methods executives can use immediately to verify their algorithmic visibility across ChatGPT, Claude, Perplexity, and Google Knowledge Panels.
is part of: Joseph Byrum's Website
publisher: org-forbes-technology-council
publisher: org-forbes
type: Article

The Arms Race for Quants Comes to the World’s Biggest Asset Managers
author: Joseph Byrum
author: Justin Baer
date published: 2018-06-21
is part of: Joseph Byrum's Website
type: Article
type: NewsArticle

Commentary: The Asset Management Industry Should Take the Lead on A.I. Standards | Fortune
abstract: Financial services must get ahead of policymakers by crafting industry-specific standards for the use of A.I. in asset management, writes Joseph Byrum.
abstract: Since AI is already used by investment managers to improve operations, investment strategy, & trading efficiency, the need to address AI policy is urgent.
alternative headline: The Asset Management Industry Should Take the Lead on A.I. Standards - Joseph Byrum
author: Joseph Byrum
citation: http://www.fsb.org/2017/11/artificial-intelligence-and-machine-learning-in-financial-service/
citation: https://ethicsinaction.ieee.org/
citation: https://fortune.com/2019/03/22/asset-management-artificial-intelligence-standards/
date modified: 2019-03-22
date published: 2019-03-22
description: Financial services must get ahead of policymakers by crafting industry-specific standards for the use of A.I. in asset management, writes Joseph Byrum.
description: Since AI is already used by investment managers to improve operations, investment strategy, & trading efficiency, the need to address AI policy is urgent.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Policy, Portfolio Management
name: The Asset Management Industry Should Take the Lead on A.I. Standards
publisher: org-fortune
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 578
type: Article

The Bank CEO of 2020: Disposable or Valuable in an AI Era? | InformationWeek
about: Artificial Intelligence
abstract: Artificial intelligence can accomplish a lot in the banking sector, and the CEO who doesn't embrace AI could be looking at the end of their career.
abstract: Artificial intelligence can accomplish a lot in the banking sector, and the CEO who doesn’t embrace AI could be looking at the end of their career.
alternative headline: The Bank CEO of 2020: Disposable or Valuable in an AI Era? - Joseph Byrum
author: Joseph Byrum
citation: https://www.informationweek.com/machine-learning-ai/the-bank-ceo-of-2020-disposable-or-valuable-in-an-ai-era-
date modified: 2019-01-31
date published: 2019-01-31
description: Artificial intelligence can accomplish a lot in the banking sector, and the CEO who doesn't embrace AI could be looking at the end of their career.
description: Artificial intelligence can accomplish a lot in the banking sector, and the CEO who doesn’t embrace AI could be looking at the end of their career.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence
name: The Bank CEO of 2020: Disposable or Valuable in an AI Era?
publisher: org-information-week
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 837
type: Article

The Case for Open Innovation in Agriculture: Part 1
about: Agriculture
abstract: Discover how open innovation and data analytics doubled real-world crop yields. Learn why agricultural companies must embrace global talent to stay competitive.
abstract: The first in a three-part series from Syngenta's Joseph Byrum is about the importance of open innovation in agriculture.
alternative headline: The Case for Open Innovation in Agriculture – Joseph Byrum
author: Joseph Byrum
citation: http://sloanreview.mit.edu/article/improving-analytics-capabilities-through-crowdsourcing/
citation: https://agfundernews.com/case-open-innovation-agriculture
citation: https://agfundernews.com/
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://www.oecd.org/edu/50495363.pdf%22%20%5Ct%20%22_blank
date modified: 2016-10-27
date published: 2016-10-27
description: Discover how open innovation and data analytics doubled real-world crop yields. Learn why agricultural companies must embrace global talent to stay competitive.
description: The first in a three-part series from Syngenta's Joseph Byrum is about the importance of open innovation in agriculture.
headline: The Case for Open Innovation in Agriculture
is part of: Joseph Byrum's Website
keywords: agriculture, open innovation in agriculture
publisher: org-agfundernews
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Data As Agriculture's New Currency
subject of: How Agribusinesses Can Ensure Success with Open Innovation: Part 2
word count: 949
type: Article

The challenges for artificial intelligence in agriculture
about: Agriculture
about: Artificial Intelligence
abstract: The rise of digital agriculture and its related technologies has opened a wealth of new data opportunities.
abstract: While artificial intelligence in agriculture presents many opportunities, there are some inherent challenges, writes Syngenta's Joseph Byrum.
alternate name: The Challenges For Artificial Intelligence In Agriculture
alternative headline: The Challenges For Artificial Intelligence In Agriculture - Joseph Byrum
author: Joseph Byrum
citation: https://agfundernews.com/a-year-of-contrasts-agtech-funding-dips-to-3-2bn-while-deal-activity-rises-10-in-2016.html
citation: https://agfundernews.com/the-challenges-for-artificial-intelligence-in-agriculture
citation: https://techcrunch.com/2018/04/11/how-artificial-intelligence-will-take-over-the-supermarket-produce-aisles/
date modified: 2017-02-20
date published: 2017-02-20
date published: 2017-02-21
description: The rise of digital agriculture and its related technologies has opened a wealth of new data opportunities.
description: While artificial intelligence in agriculture presents many opportunities, there are some inherent challenges, writes Syngenta's Joseph Byrum.
is part of: Joseph Byrum's Website
keywords: agriculture, Artificial Intelligence
publisher: org-agfundernews
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1522
type: Article

The Cognitive Sovereignty Imperative: Why Business Leaders Must Preserve Human Judgment While Harnessing AI
abstract: MIT brain scans show AI creates 'cognitive debt' that destroys strategic thinking. BCG data: 19% revenue gap. The cognitive sovereignty framework that saves it.
author: Joseph Byrum
citation: https://hbr.org/2014/01/what-vuca-really-means-for-you
citation: https://michiganross.umich.edu/faculty-research/faculty/scott-page
citation: https://neuroleadership.com/
citation: https://openai.com/index/morgan-stanley/
citation: https://prismbrainmapping.com/
citation: https://www.bcg.com/
citation: https://www.cmu.edu/
citation: https://www.umich.edu/
date modified: 2025-09-30
date published: 2025-09-30
description: MIT brain scans show AI creates 'cognitive debt' that destroys strategic thinking. BCG data: 19% revenue gap. The cognitive sovereignty framework that saves it.
is part of: Joseph Byrum's Website
keywords: history, intelligence theory, intelligent enterprise
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 3324
type: Article

The Counter-Adoption Strategy: When Competitive Advantage Comes from AI Resistance - Joseph Byrum
abstract: Discover how In-N-Out’s AI resistance strategy generates $4.5M per store while McDonald’s $300M AI investment fails. The counter-adoption secret revealed.
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Culminating_point
citation: https://www.chicagobooth.edu/faculty/nobel-laureates/ronald-coase
date modified: 2025-08-01
date published: 2025-08-01
description: Discover how In-N-Out’s AI resistance strategy generates $4.5M per store while McDonald’s $300M AI investment fails. The counter-adoption secret revealed.
is part of: Joseph Byrum's Website
keywords: Leadership, strategy
name: The Counter-Adoption Strategy: When Competitive Advantage Comes from AI Resistance
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 2197
type: Article

The Digital Foodscape and the Farm | SupermarketGuru
about: Agriculture
abstract: Industry has not taken the time to respect that agriculture is one of the most uncontained environments to manage.
abstract: Published: | Updated: Extract from The Lempert Report and Re-Published Progressive Grocer Joseph Byrum’s recent column in Ag Funder News explores artificial […]
alternative headline: The Digital Foodscape and the Farm - Joseph Byrum
author: Joseph Byrum
citation: https://agfundernews.com/the-challenges-for-artificial-intelligence-in-agriculture.html
citation: https://progressivegrocer.com/digital-foodscape-and-farm
citation: https://www.supermarketguru.com/the-lempert-report/the-digital-foodscape-and-the-farm/
date modified: 2017-03-30
date published: 2017-03-30
description: Industry has not taken the time to respect that agriculture is one of the most uncontained environments to manage.
description: Published: | Updated: Extract from The Lempert Report and Re-Published Progressive Grocer Joseph Byrum’s recent column in Ag Funder News explores artificial […]
is part of: Joseph Byrum's Website
keywords: agriculture, interviews
name: The Digital Foodscape and the Farm
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
publisher: org-supermarketgurucom
word count: 147
type: Article

The Direction of Smart Automation
about: Smart Automation
abstract: By combining key technologies like AI, big data, and autonomous systems, smart technology can achieve more than the unassisted human mind could ever accomplish.
alternative headline: The Direction of Smart Automation - Joseph Byrum
author: Joseph Byrum
citation: http://viewer.zmags.com/publication/8109e03c
citation: http://www.eecs.mit.edu/news-events/media/automating-big-data-analysis
citation: http://www.europarl.europa.eu/sides/getDoc.do
citation: https://arxiv.org/pdf/1705.08807.pdf
citation: https://link.springer.com/chapter/10.1007/978-1-4613-3027-1_5
citation: https://oversight.house.gov/hearing/game-changers-artificial-intelligence-part-ii-artificial-intelligence-federal-government/
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2018.03.01/full/
citation: https://www.acm.org/about-acm/acm-code-of-ethics-and-professional-conduct
citation: https://www.infosys.com/aimaturity/Documents/amplifying-human-potential-CEO-report.pdf
citation: https://www.theverge.com/2017/1/19/14326258/teslas-crash-rate-dropped-40-percent-after-autopilot-was-installed-feds-say
date modified: 2018-05-06
date published: 2018-05-06
description: By combining key technologies like AI, big data, and autonomous systems, smart technology can achieve more than the unassisted human mind could ever accomplish.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Data Analytics and Operations Research
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: The Direction of Smart Automation
word count: 1617
type: Article

Data as Agriculture’s New Currency: The Farmer’s Perspective
about: Data as Agriculture's New Currency
about: Agriculture
abstract: This is the second article in a three-part series from Joe Byrum about agricultural data as a commodity and currency, this time focusing on farmers.
author: Joseph Byrum
date published: 2017-05-15
description: This is the second article in a three-part series from Joe Byrum about agricultural data as a commodity and currency, this time focusing on farmers.
headline: The Farmer's Perspective: Data as Agriculture's New Currency Part 2
is part of: Joseph Byrum's Website
mentions: Data As Agriculture's New Currency
publisher: org-agfundernews
type: Article

The Farmer’s Perspective – Joseph Byrum
abstract: From worthless sales pitches to incompatible datasets—discover why farmers can’t unlock their data’s value and who really owns it.
author: Joseph Byrum
citation: https://agfundernews.com/data-as-agricultures-new-currency-the-farmers-perspective
citation: https://en.wikipedia.org/wiki/Agriculture
citation: https://en.wikipedia.org/wiki/Operations_research
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.istockphoto.com/photo/closeup-of-modern-farmer-checking-organic-vegetables-identification-with-barcode-gm1183523073-332798367
date modified: 2017-05-15
date published: 2017-05-15
description: From worthless sales pitches to incompatible datasets—discover why farmers can’t unlock their data’s value and who really owns it.
is part of: Joseph Byrum's Website
keywords: agriculture, data as agricultures new currency
name: The Farmer’s Perspective: Data as Agriculture’s New Currency Part 2
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1105
type: Article

The Four-Stage Confidence Model: AI Certainty Thresholds
abstract: Understand the four-stage confidence model explaining why AI hedges certain entities. Learn threshold dynamics and failure modes for AI citation.
author: Joseph Byrum
date modified: 2026-05-22
date published: 2026-05-21
description: Understand the four-stage confidence model explaining why AI hedges certain entities. Learn threshold dynamics and failure modes for AI citation.
is part of: Joseph Byrum's Website
keywords: AI confidence, entity visibility, hedging, LLM ladder, threshold structure
publisher: org-joseph-byrum
word count: 1720
type: Article

The Futile Quest for Artificial General Intelligence
abstract: How linear thinking has been a hindrance to the development of AI. Augmented intelligence systems exist in the world of finance.
alternative headline: The Futile Quest for Artificial General Intelligence - Joseph Byrum
author: Joseph Byrum
citation: http://memory-alpha.wikia.com/wiki/The_Ultimate_Computer_(episode)
citation: https://apps.dtic.mil/dtic/tr/fulltext/u2/694600.pdf%20
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2019.02.04/full/
citation: https://www.abelard.org/turpap/turpap.php
citation: https://www.top500.org/lists/2018/11/
date modified: 2019-02-22
date published: 2019-02-22
description: How linear thinking has been a hindrance to the development of AI. Augmented intelligence systems exist in the world of finance.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, augmented intelligence
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: The Futile Quest for Artificial General Intelligence
word count: 1543
type: Article

The Future of Ag Tech Isn't Fiction — It's Happening Now - Joseph Byrum
abstract: There is opportunity in the ag start-up ecosystem to fill this gap. On the technology side, I estimate that a pure quantum technology solution to be available in five to 10 years.
author: Joseph Byrum
citation: https://www.seedworld.com/us/2023/05/18/the-future-of-ag-tech-isnt-fiction-its-happening-now-2/
date modified: 2023-05-18
date published: 2023-05-18
description: There is opportunity in the ag start-up ecosystem to fill this gap. On the technology side, I estimate that a pure quantum technology solution to be available in five to 10 years.
is part of: Joseph Byrum's Website
keywords: agriculture, Quantum Computing
name: The Future of Ag Tech Isn’t Fiction — It’s Happening Now
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 128
type: Article

The Future of Causal Reasoning in Investment Management
about: Causal Reasoning
abstract: In the complex, dynamic, and forward-looking world of investment management, the ability to understand and leverage causal relationships has long been
abstract: Newton’s apple inspired a Wall Street revolution. Discover how artificial intelligence transforms financial portfolio management with causal reasoning.
alternative headline: The Future of Causal Reasoning in Investment Management – Joseph Byrum
author: Joseph Byrum
citation: https://cutter.com/
citation: https://en.wikipedia.org/wiki/Artificial_intelligence
citation: https://en.wikipedia.org/wiki/Portfolio_management
citation: https://www.linkedin.com/in/josephbyrumchiefinnovator/recent-activity/articles/
citation: https://www.linkedin.com/pulse/future-causal-reasoning-investment-management-power-joseph-ilygc/
citation: https://www.springernature.com/gp/products/books
date modified: 2024-05-01
date published: 2024-05-01
description: In the complex, dynamic, and forward-looking world of investment management, the ability to understand and leverage causal relationships has long been
description: Newton’s apple inspired a Wall Street revolution. Discover how artificial intelligence transforms financial portfolio management with causal reasoning.
headline: The Future of Causal Relationships in Investment Management: Harnessing the Power of Large Language Models - Consilience AI
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, idiosyncratic AI, Portfolio Management
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1383
type: Article

The Hidden DNA of Markets: How Genetics and Finance Are Secretly Twins—And Why Quantum Computing Will Transform Both - Joseph Byrum
abstract: Goldman trader discovers DNA and markets use identical math. Quantum computing will crack both codes. The convergence changes everything.
author: Joseph Byrum
citation: http://www.stat.columbia.edu/~gelman/research/unpublished/p_hacking.pdf
citation: https://arxiv.org/abs/1310.1284
citation: https://cloud.dwavesys.com/leap/
citation: https://economicgraph.linkedin.com/
citation: https://ssrn.com/abstract=3525096
citation: https://www.bcg.com/publications/2023/quantum-computing-investment
citation: https://www.dwavesys.com/media/s3qbjp3s/14-1060a-a_technical_description_of_the_d-wave_quantum_processing_unit.pdf
citation: https://www.ibm.com/blogs/research/2019/10/on-quantum-supremacy/
citation: https://www.menten.ai/quantum-drug-discovery
citation: https://www.world-exchanges.org/our-work/statistics
date modified: 2025-06-29
date published: 2025-06-29
description: Goldman trader discovers DNA and markets use identical math. Quantum computing will crack both codes. The convergence changes everything.
is part of: Joseph Byrum's Website
keywords: Quantum Computing
name: The Hidden DNA of Markets: How Genetics and Finance Are Secretly Twins—And Why Quantum Computing Will Transform Both
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 7378
type: Article

The Hidden Tax on Your Future: Why America's Debt Crisis Matters to You - Joseph Byrum
abstract: Every purchase you make participates in the world’s largest wealth transfer scheme. Discover the hidden tax stealing your future wealth daily.
author: Joseph Byrum
citation: https://davidhume.org/texts/pld/pc
date modified: 2025-07-28
date published: 2025-07-28
description: Every purchase you make participates in the world’s largest wealth transfer scheme. Discover the hidden tax stealing your future wealth daily.
is part of: Joseph Byrum's Website
keywords: macroeconomics, wealth management, wealth preservation
name: The Hidden Tax on Your Future: Why America’s Debt Crisis Matters to You
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 4777
type: Article

The Human Mind Known Knowns: Understanding Smart Technology Part 3
about: Unknown Knowns
about: Technology
abstract: We know a fair amount about human behavior in relation to machine and we have a good understanding of technology challenges to humanity’s adaptive skills.
alternative headline: The Human Mind Known Knowns – Joseph Byrum
author: Joseph Byrum
citation: http://cbs.fas.harvard.edu/science/connectome-project
citation: http://dx.doi.org/10.1016/j.neuron.2017.06.011
citation: http://improve.dk/adding-67-at-the-logic-gate-level/
citation: http://www.sciencemag.org/news/2017/06/world-s-oldest-homo-sapiens-fossils-found-morocco
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2019.02.13/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://su.org/concepts/
citation: https://www.aspeninstitute.org/longform/ideas-the-magazine-of-the-aspen-institute-full-special-issue-2018/ideas-ex-machina/
citation: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5501790/
date modified: 2019-04-05
date published: 2019-04-05
description: We know a fair amount about human behavior in relation to machine and we have a good understanding of technology challenges to humanity’s adaptive skills.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, series: understanding smart technology and ourselves
mentions: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
mentions: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
mentions: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
mentions: Smart Automation Impact on Society: Understanding Smart Technology Part 8
mentions: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
mentions: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
subject of: Man and Machine Known Knowns: Understanding Smart Technology Part 4
subject of: Smart Automation Impact on Society: Understanding Smart Technology Part 8
subject of: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
subject of: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
subject of: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
subject of: The Human Mind Known Knowns: Understanding Smart Technology Part 3
word count: 1314
type: Article

The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
about: Unknown Knowns
about: Technology
abstract: Software bugs cost $60B annually while human DNA outperforms 100M lines of code. Discover why forgetting makes us smarter than any AI.
alternative headline: The Human Mind Unknown Knowns – Joseph Byrum
author: Joseph Byrum
citation: http://www.sciencedirect.com/science/article/pii/S1057740815000728
citation: http://www.thedailybeast.com/this-is-what-happens-when-you-teach-machines-the-power-of-natural-selection
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://phys.org/news/2017-03-short-movie-dna.html
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2019.04.10/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://selfawaresystems.com/author/
citation: https://www.aspeninstitute.org/longform/ideas-the-magazine-of-the-aspen-institute-full-special-issue-2018/ideas-ex-machina/
citation: https://www.ncbi.nlm.nih.gov/pubmed/28641107
citation: https://www.nist.gov/sites/default/files/documents/director/planning/report02-3.pdf.%20%0d
date modified: 2019-08-12
date published: 2019-08-12
description: Software bugs cost $60B annually while human DNA outperforms 100M lines of code. Discover why forgetting makes us smarter than any AI.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, series: understanding smart technology and ourselves
mentions: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
mentions: Man and Machine Known Knowns: Understanding Smart Technology Part 4
mentions: The Human Mind Known Knowns: Understanding Smart Technology Part 3
mentions: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
mentions: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
mentions: Smart Automation Impact on Society: Understanding Smart Technology Part 8
mentions: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
mentions: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
subject of: Smart Automation Impact on Society: Understanding Smart Technology Part 8
subject of: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
subject of: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
word count: 1341
type: Article

The Information Paradox: Finding Meaning in the Age of Digital Abundance - Joseph Byrum
abstract: The pioneers who shaped internet culture understood that powerful substances require respect. Their digital descendants would do well to remember this wisdom.
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/information-paradox-finding-meaning-age-digital-byrum-ph-d-mba-poj2c/
date modified: 2025-03-03
date published: 2025-03-03
description: The pioneers who shaped internet culture understood that powerful substances require respect. Their digital descendants would do well to remember this wisdom.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Complex Systems
name: The Information Paradox: Finding Meaning in the Age of Digital Abundance
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1684
type: Article

The Intelligence Equation: Why Business Logic is Getting a Mathematical Upgrade - Consilience AI
about: Artificial Intelligence
abstract: In the rarefied world of mathematical logic, a simple puzzle serves as a gateway to understanding how artificial intelligence may reshape the future of
abstract: The integration of logical AI into business operations continues to deepen. The challenge for business leaders is to prepare for this transformation.
alternative headline: The Intelligence Equation: Why Business Logic is Getting a Mathematical Upgrade - Joseph Byrum
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/intelligence-equation-why-business-logic-getting-byrum-ph-d-mba-remac/
date modified: 2025-01-20
date published: 2025-01-20
description: In the rarefied world of mathematical logic, a simple puzzle serves as a gateway to understanding how artificial intelligence may reshape the future of
description: The integration of logical AI into business operations continues to deepen. The challenge for business leaders is to prepare for this transformation.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, intelligence theory
name: The Intelligence Equation: Why Business Logic is Getting a Mathematical Upgrade
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 990
type: Article

The Intelligence Paradox: What Generative AI Can and Cannot Tell Us - Consilience AI
about: Intelligence Paradox
abstract: In the space of just a few years, generative AI has emerged as one of the most transformative technologies of our time. Much like the advent of the printing
abstract: The generative AI revolution will bring both disruption and opportunity. Our task is to guide its development in ways that maximize its benefits.
alternative headline: The Intelligence Paradox: What Generative AI Can and Cannot Tell Us - Joseph Byrum
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/intelligence-paradox-what-generative-ai-can-cannot-us-joseph-slubc/
date modified: 2025-01-06
date published: 2025-01-06
description: In the space of just a few years, generative AI has emerged as one of the most transformative technologies of our time. Much like the advent of the printing
description: The generative AI revolution will bring both disruption and opportunity. Our task is to guide its development in ways that maximize its benefits.
headline: The Intelligence Paradox: What Generative AI Can and Cannot Tell Us
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, intelligence theory
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1421
type: Article

The Intelligence Paradox: Why Smarter AI Needs Different Metrics - Consilience AI
about: Intelligence Paradox
abstract: The revolution in intelligence will come from better understanding and enhancing the diverse forms of intelligence in nature, society, and technology.
abstract: Why do our traditional metrics of intelligence so often miss the mark? The answer lies partly in how we experience our own thinking. Tasks that require
alternative headline: The Intelligence Paradox: Why Smarter AI Needs Different Metrics - Joseph Byrum
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/intelligence-paradox-why-smarter-ai-needs-different-joseph-q5gsc/
date modified: 2025-02-03
date published: 2025-02-03
date published: 2025-02-04
description: The revolution in intelligence will come from better understanding and enhancing the diverse forms of intelligence in nature, society, and technology.
description: Why do our traditional metrics of intelligence so often miss the mark? The answer lies partly in how we experience our own thinking. Tasks that require
headline: The Intelligence Paradox: Why Smarter AI Needs Different Metrics
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, intelligence theory
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 922
type: Article

The Intelligence Puzzle: Why Children Surpass Supercomputers - Consilience AI
about: Artificial Intelligence
abstract: Can a one-year-old child really be smarter than our most advanced artificial intelligence systems? The answer might surprise you – and it reveals something
abstract: Can a one-year-old child really be smarter than our most advanced artificial intelligence systems? The answer might surprise you.
alternative headline: The Intelligence Puzzle: Why Children Surpass Supercomputers - Joseph Byrum
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/intelligence-puzzle-why-children-surpass-joseph-byrum-ph-d-mba-gppcc/
date modified: 2024-11-25
date published: 2024-11-25
description: Can a one-year-old child really be smarter than our most advanced artificial intelligence systems? The answer might surprise you – and it reveals something
description: Can a one-year-old child really be smarter than our most advanced artificial intelligence systems? The answer might surprise you.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, intelligence theory
name: The Intelligence Puzzle: Why Children Surpass Supercomputers
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 948
type: Article

The Intelligent Enterprise
about: Intelligent Enterprise
abstract: Smart leaders are building intelligent enterprises that maximize both human and AI capabilities. Discover the optimization strategies that work.
alternative headline: The Intelligent Enterprise – Joseph Byrum
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Intelligent_enterprise
citation: https://pubsonline.informs.org/do/10.1287/orms.2020.03.04/full/
citation: https://pubsonline.informs.org/magazine/orms-today
citation: https://sloanreview.mit.edu/
citation: https://www.iise.org/IEMagazine/Details2.aspx
citation: https://www.informationweek.com/
date modified: 2020-06-18
date published: 2020-06-18
description: Smart leaders are building intelligent enterprises that maximize both human and AI capabilities. Discover the optimization strategies that work.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Leadership
mentions: A Leadership Style Focused on Creating Intelligent Enterprise
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: How does this relate to the Intelligent Enterprise?
subject of: How does UTR relate to the Intelligent Enterprise?
subject of: How does algorithmic bias relate to the Intelligent Enterprise?
subject of: What role do innovation ecosystems play in the intelligent enterprise?
subject of: How does digital transformation relate to the Intelligent Enterprise?
subject of: How does the Intelligent Enterprise differ from digital transformation?
subject of: How does this concept apply to the Intelligent Enterprise?
subject of: What alternatives to the Turing Test exist?
subject of: How do cross-functional teams relate to the Intelligent Enterprise?
subject of: How does leadership development connect to the Intelligent Enterprise?
subject of: What is the Intelligent Enterprise?
subject of: How does this concept relate to the Intelligent Enterprise?
subject of: AI: The Path to the Intelligent Enterprise
subject of: Engineering The Intelligent Enterprise
subject of: How the Intelligent Enterprise will Drive Innovation
subject of: Lockdown Lessons for the Intelligent Enterprise
subject of: Winning as an Intelligent Enterprise - Consilience AI
subject of: Leading the Intelligent Enterprise
subject of: Progress Toward the Intelligent Enterprise
subject of: The Intelligent Enterprise
word count: 1238
type: Article

The Intelligent Investor: Harnessing AI for Repeatable Yet Adaptive Investment Processes - Consilience AI
abstract: Artificial intelligence transforms financial portfolio management into the intelligent enterprise. Discover adaptive algorithms for superior returns.
abstract: In this brave new world, the intelligent investor will be one who can deftly wield the power of AI to navigate the ever-shifting complexities of the market.
alternative headline: The Intelligent Investor: Harnessing AI for Repeatable yet Adaptive Investment Processes – Joseph Byrum
author: Joseph Byrum
citation: https://cutter.com/
citation: https://en.wikipedia.org/wiki/Artificial_intelligence
citation: https://en.wikipedia.org/wiki/Portfolio_management
citation: https://www.linkedin.com/in/josephbyrumchiefinnovator/recent-activity/articles/
citation: https://www.linkedin.com/pulse/intelligent-investor-harnessing-ai-repeatable-yet-byrum-ph-d-mba-7rvlc/
citation: https://www.springernature.com/gp/products/books
date modified: 2024-05-14
date published: 2024-05-14
date published: 2024-05-22
description: Artificial intelligence transforms financial portfolio management into the intelligent enterprise. Discover adaptive algorithms for superior returns.
description: In this brave new world, the intelligent investor will be one who can deftly wield the power of AI to navigate the ever-shifting complexities of the market.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Portfolio Management
name: The Intelligent Investor: Harnessing AI for Repeatable yet Adaptive Investment Processes
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 943
type: Article

The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
about: Smart Automation
about: Technology
abstract: From Queen Elizabeth’s fears to million-person petitions: discover why every tech revolution sparked resistance—and why AI might be different.
alternative headline: The Known Knowns of Smart Automation – Joseph Byrum
author: Joseph Byrum
citation: http://archives.chicagotribune.com/1966/09/10/page/12/article/million-sign-petition-protesting-automation
citation: http://statutes.org.uk/site/the-statutes/nineteenth-century/1812-52-geo-3-c-16-the-frame-breaking-act/
citation: http://www.cam.ac.uk/research/news/rage-against-the-machine
citation: http://www.christs.cam.ac.uk/college-life/william-lee
citation: http://www.historytoday.com/richard-jones/luddites-war-future
citation: http://www.smithsonianmag.com/history/what-the-luddites-really-fought-against-264412/
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2019.01.13/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.theatlantic.com/business/archive/2015/09/jobs-automation-technological-unemployment-history/403576/
date modified: 2019-01-07
date published: 2019-01-07
description: From Queen Elizabeth’s fears to million-person petitions: discover why every tech revolution sparked resistance—and why AI might be different.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, series: understanding smart technology and ourselves
mentions: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
mentions: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
mentions: Smart Automation Impact on Society: Understanding Smart Technology Part 8
mentions: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
mentions: The Human Mind Known Knowns: Understanding Smart Technology Part 3
mentions: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
subject of: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
subject of: Man and Machine Known Knowns: Understanding Smart Technology Part 4
subject of: Smart Automation Impact on Society: Understanding Smart Technology Part 8
subject of: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
subject of: The Human Mind Known Knowns: Understanding Smart Technology Part 3
subject of: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
subject of: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
subject of: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
word count: 1454
type: Article

The Learning Gap: Why Human and Artificial Intelligence Develop Differently - Consilience AI
about: Artificial Intelligence
about: Technology
abstract: In today's rapidly evolving artificial intelligence landscape, a fundamental question faces technology leaders and business decision-makers: Why do the most
abstract: Understanding these fundamental differences between human and machine learning is crucial for developing more effective and reliable AI systems.
alternative headline: The Learning Gap: Why Human and Artificial Intelligence Develop Differently - Joseph Byrum
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/learning-gap-why-human-artificial-intelligence-byrum-ph-d-mba-hv6bc/
date modified: 2024-11-11
date published: 2024-11-11
description: In today's rapidly evolving artificial intelligence landscape, a fundamental question faces technology leaders and business decision-makers: Why do the most
description: Understanding these fundamental differences between human and machine learning is crucial for developing more effective and reliable AI systems.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, intelligence theory
name: The Learning Gap: Why Human and Artificial Intelligence Develop Differently
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1182
type: Article

The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
about: Unknown Knowns
about: Technology
abstract: Scientists can’t solve AI’s empathy problem. Elon Musk warns: merge with machines or become irrelevant. Discover the uncomfortable truth we’re ignoring.
alternative headline: The Machine Mind Unknown Knowns – Joseph Byrum
author: Joseph Byrum
citation: http://unctad.org/en/PublicationsLibrary/presspb2016d6_en.pdf
citation: http://www.cnbc.com/2017/02/13/elon-musk-humans-merge-machines-cyborg-artificial-intelligence-robots.html
citation: https://academic.oup.com/scan/article-lookup/doi/10.1093/scan/nsx042
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2019.06.05/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.nature.com/articles/d41586-018-07607-3
citation: https://www.technologyreview.com/s/608350/first-human-embryos-edited-in-us/
date modified: 2019-10-07
date published: 2019-10-07
description: Scientists can’t solve AI’s empathy problem. Elon Musk warns: merge with machines or become irrelevant. Discover the uncomfortable truth we’re ignoring.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, series: understanding smart technology and ourselves
mentions: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
mentions: Man and Machine Known Knowns: Understanding Smart Technology Part 4
mentions: The Human Mind Known Knowns: Understanding Smart Technology Part 3
mentions: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
mentions: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
mentions: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
mentions: Smart Automation Impact on Society: Understanding Smart Technology Part 8
mentions: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
subject of: Smart Automation Impact on Society: Understanding Smart Technology Part 8
subject of: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
subject of: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
word count: 954
type: Article

The Modern Technological Wonder That Is Chicken Soup
abstract: Today’s chicken soups are a marvel of advanced technology — a technology that’s bringing consumers a product that is cheaper, safer and tastier than ever before.
alternative headline: The Modern Technological Wonder That Is Chicken Soup - Joseph Byrum
author: Joseph Byrum
citation: http://news.hrvh.org/veridian/cgi-bin/senylrc
citation: http://ps.oxfordjournals.org/content/91/12/3236.full
citation: http://usda.mannlib.cornell.edu/usda/current/LDP-M/LDP-M-12-15-2016.pdf
citation: http://www.farmflavor.com/georgia/georgia-ag-products/modern-technology-pushes-poultry-industry-into-future/
citation: http://www.nationalchickencouncil.org/about-the-industry/statistics/wholesale-and-retail-prices-for-chicken-beef-and-pork/
citation: http://www.unmc.edu/publicrelations/media/press-kits/chicken-soup/research.html
citation: https://gmoanswers.com/
citation: https://medium.com/@gmoanswers/modern-tech-chicken-soup-68c20fa50ffc
citation: https://www.uspoultry.org/economic_data/
citation: https://www.walmart.com/ip/Campbell-s-Chicken-Noodle-Condensed-Soup-10.75-oz-4-count/43671426
date modified: 2017-02-13
date published: 2017-02-13
description: Today’s chicken soups are a marvel of advanced technology — a technology that’s bringing consumers a product that is cheaper, safer and tastier than ever before.
is part of: Joseph Byrum's Website
keywords: agriculture
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1049
type: Article

The Monastery, the Mind, and the Machine: What Medieval Scribes Teach Us About AI's Impact on Human Intelligence - Joseph Byrum
abstract: MIT’s brain scans show ChatGPT rewires students’ neural networks, creating 'cognitive debt.' Medieval scribes faced the same threat. Here’s the solution.
author: Joseph Byrum
citation: https://www.britannica.com/biography/Johannes-Gutenberg
date modified: 2025-09-22
date published: 2025-09-22
description: MIT’s brain scans show ChatGPT rewires students’ neural networks, creating 'cognitive debt.' Medieval scribes faced the same threat. Here’s the solution.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, history
name: The Monastery, the Mind, and the Machine: What Medieval Scribes Teach Us About AI’s Impact on Human Intelligence
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1544
type: Article

The OODA Loop Approach to Innovation: Techniques for Accelerating Innovation Part 3
abstract: From aerial combat to Edison’s 1,093 patents—discover the Air Force strategy that’s helping companies innovate faster than their competition.
alternative headline: The OODA Loop Approach to Innovation – Joseph Byrum
author: Joseph Byrum
citation: https://danford.net/boyd/organic.pdf
citation: https://danford.net/boyd/strategic.pdf
citation: https://doi.org/10.1145/3313831.3376878
citation: https://en.wikipedia.org/wiki/Innovation
citation: https://en.wikipedia.org/wiki/OODA_loop
citation: https://modelthinkers.com/mental-model/ooda-loop
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2022.03.06/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.aspeninstitute.org/longform/ideas-the-magazine-of-the-aspen-institute-full-special-issue-2018/ideas-ex-machina/
citation: https://www.usmcu.edu/Outreach/Marine-Corps-University-Press/MCU-Journal/JAMS-vol-14-no-1/Colonel-John-Boyds-Thoughts-on-Disruption/
date modified: 2022-04-29
date published: 2022-04-29
description: From aerial combat to Edison’s 1,093 patents—discover the Air Force strategy that’s helping companies innovate faster than their competition.
is part of: Joseph Byrum's Website
keywords: Innovation, Leadership, OODA loop, techniques for accelerating innovation
mentions: Theories of Innovation: Techniques for Accelerating Innovation Part 2
mentions: Why Innovation Is So Hard: Techniques for Accelerating Innovation Series Part 1
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: The OODA Loop Approach to Innovation: Techniques for Accelerating Innovation Part 3
word count: 1944
type: Article

The Past, Present, and Future of the Payment System as Trusted Broker and the Implications for Banking - Joseph Byrum
abstract: In a world of instant payments, universal connectivity between payment networks, and perhaps even central-bank accounts for ordinary citizens to keep their digital funds, the role of banks could be quite different than it has been for the last centuries.
author: Joseph Byrum
citation: https://link.springer.com/book/10.1007/978-3-030-75729-8
citation: https://link.springer.com/chapter/10.1007/978-3-030-75729-8_4
date modified: 2022-01-01
date published: 2022-01-01
description: In a world of instant payments, universal connectivity between payment networks, and perhaps even central-bank accounts for ordinary citizens to keep their digital funds, the role of banks could be quite different than it has been for the last centuries.
is part of: Joseph Byrum's Website
keywords: books, finance
name: The Past, Present, and Future of the Payment System as Trusted Broker and the Implications for Banking
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 163
type: Article

The Perils of Complacency: Lessons from the Fallen Tech Titans - Consilience AI
abstract: In the dynamic landscape of modern business, the stories of once-dominant companies serve as poignant reminders of the dangers of complacency. The cautionary
abstract: In this era of unprecedented change, let us heed the lessons of the past and embrace adaptability. The future belongs to those who embrace innovation.
alternative headline: The Perils of Complacency: Lessons from the Fallen Tech Titans - Joseph Byrum
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/perils-complacency-lessons-from-fallen-tech-titans-byrum-ph-d-mba-rn8zc/
date modified: 2024-05-28
date published: 2024-05-28
description: In the dynamic landscape of modern business, the stories of once-dominant companies serve as poignant reminders of the dangers of complacency. The cautionary
description: In this era of unprecedented change, let us heed the lessons of the past and embrace adaptability. The future belongs to those who embrace innovation.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence
name: The Perils of Complacency: Lessons from the Fallen Tech Titans
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 611
type: Article

The Platform Revolution: Reimagining Corporate Structure in the Digital Age - Joseph Byrum
abstract: The question isn't whether traditional corporate structures will evolve, but how we can shape that evolution to benefit society as a whole.
abstract: The question isn’t whether traditional corporate structures will evolve, but how we can shape that evolution to benefit society as a whole.
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/platform-revolution-reimagining-corporate-structure-joseph-srctc/
date modified: 2025-02-24
date published: 2025-02-24
description: The question isn't whether traditional corporate structures will evolve, but how we can shape that evolution to benefit society as a whole.
description: The question isn’t whether traditional corporate structures will evolve, but how we can shape that evolution to benefit society as a whole.
is part of: Joseph Byrum's Website
keywords: austrian economics, Complex Systems, Economics, Innovation, Leadership
name: The Platform Revolution: Reimagining Corporate Structure in the Digital Age
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 920
type: Article

The Quantum-AI Revolution: How Quantum Computing & Language Models Will Reshape the Enterprise
about: Quantum Computing
abstract: Joseph Byrum examines the transformative intersection of quantum computing and AI, contending that the convergence is not merely technological. He explores five innovation vectors — from quantum-enhanced attention mechanisms and quantum compression techniques to AI-augmented quantum circuit design — demonstrating how each could dramatically reshape computation, knowledge processing, and enterprise workflows. Beyond technical sophistication, the article proposes a human-centric philosophy of computation that emphasizes integration, uncertainty as a resource, and ethical design.
abstract: Quantum-AI revolution: 90% energy savings, enhanced analytics, accelerated innovation. Why businesses must prepare for the convergence of two futures.
alternative headline: The Quantum-AI Revolution: How Quantum Computing & Language Models Will Reshape the Enterprise - Joseph Byrum
author: Joseph Byrum
citation: https://www.cutter.com/article/quantum-ai-revolution-how-quantum-computing-language-models-will-reshape-enterprise
date modified: 2025-05-19
date published: 2025-05-19
description: Joseph Byrum examines the transformative intersection of quantum computing and AI, contending that the convergence is not merely technological. He explores five innovation vectors — from quantum-enhanced attention mechanisms and quantum compression techniques to AI-augmented quantum circuit design — demonstrating how each could dramatically reshape computation, knowledge processing, and enterprise workflows. Beyond technical sophistication, the article proposes a human-centric philosophy of computation that emphasizes integration, uncertainty as a resource, and ethical design.
description: Quantum-AI revolution: 90% energy savings, enhanced analytics, accelerated innovation. Why businesses must prepare for the convergence of two futures.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, intelligent enterprise, Quantum Computing
publisher: org-cuttercom
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 84
type: Article

Contributed Content: The Quantum Approach to Innovation | Global AgInvesting
about: Technology
abstract: Being on the winning end of the quantum computing revolution takes the planning, investment, and conviction of the innovation mindset.
abstract: By Joseph Byrum History is filled with naysayers who doubted technology’s ability to lift society past hurdles once thought insurmountable. Thomas Malthus was the classic exponent of this philosophy, outlining in his great 1798 work how famine, disease, and war were the inevitable consequence of food production’s inability to keep pace with population growth […]
alternative headline: The Quantum Approach to Innovation - Joseph Byrum
author: Joseph Byrum
citation: https://globalaginvesting.com/contributed-content-quantum-approach-innovation/
citation: https://sloanreview.mit.edu/article/build-a-diverse-team-to-solve-the-ai-riddle/
date modified: 2021-07-26
date published: 2021-07-26
description: Being on the winning end of the quantum computing revolution takes the planning, investment, and conviction of the innovation mindset.
description: By Joseph Byrum History is filled with naysayers who doubted technology’s ability to lift society past hurdles once thought insurmountable. Thomas Malthus was the classic exponent of this philosophy, outlining in his great 1798 work how famine, disease, and war were the inevitable consequence of food production’s inability to keep pace with population growth […]
is part of: Joseph Byrum's Website
keywords: crowdsourcing, Leadership, Quantum Computing
name: The Quantum Approach to Innovation
publisher: org-global-aginvesting
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 949
type: Article

Contributed Content: The Quest For The Ultimate Seed Begins With Quantum Computing | Global AgInvesting
about: Germplasm
about: Quantum Computing
abstract: By Joseph Byrum It takes hundreds of millions in research and development funding to create a world-beating germplasm pool that meets the individual needs of growers facing a variety of tough conditions. Not surprisingly, only a handful of companies have the financial clout to develop elite genetic traits. The seed industry’s top four firms spend […]
abstract: Computation is massive barrier to entry in genetic, but the barrier could fall in the years ahead if the quantum computing revolution takes hold.
alternative headline: The Quest For The Ultimate Seed Begins With Quantum Computing - Joseph Byrum
author: Joseph Byrum
citation: https://globalaginvesting.com/contributed-content-quest-ultimate-seed-begins-quantum-computing/
citation: https://iri.jrc.ec.europa.eu/scoreboard/2019-eu-industrial-rd-investment-scoreboard
date modified: 2021-06-07
date published: 2021-06-07
description: By Joseph Byrum It takes hundreds of millions in research and development funding to create a world-beating germplasm pool that meets the individual needs of growers facing a variety of tough conditions. Not surprisingly, only a handful of companies have the financial clout to develop elite genetic traits. The seed industry’s top four firms spend […]
description: Computation is massive barrier to entry in genetic, but the barrier could fall in the years ahead if the quantum computing revolution takes hold.
headline: The Quest For The Ultimate Seed Begins With Quantum Computing
is part of: Joseph Byrum's Website
keywords: Quantum Computing
publisher: org-global-aginvesting
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 969
type: Article

The Quiet Revolution: How Small Language Models are Redefining Enterprise AI
abstract: Small Language Models can be trained on less data and run on more modest hardware, resulting in substantial cost savings and faster development cycles.
alternative headline: The Quiet Revolution: How Small Language Models are Redefining Enterprise AI - Joseph Byrum
author: Joseph Byrum
citation: https://consilience.ai/the-quiet-revolution-how-small-language-models-are-redefining-enterprise-ai/
citation: https://www.linkedin.com/pulse/quiet-revolution-how-small-language-models-redefining-joseph-krm4c/
date modified: 2024-04-25
date published: 2024-04-25
description: Small Language Models can be trained on less data and run on more modest hardware, resulting in substantial cost savings and faster development cycles.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, small language models
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 587
type: Article

The Race is on to Find the Quantum Advantage
about: Quantum Advantage
abstract: Daily progress on quantum computing technology suggests the goal is closer than many may think.
alternative headline: The Race is on to Find the Quantum Advantage - Joseph Byrum
author: Joseph Byrum
citation: https://internetassociation.org/publications/measuring-us-internet-sector-2019/
citation: https://journals.aps.org/prb/abstract/10.1103/PhysRevB.104.035118
citation: https://psiquantum.com/news/psiquantum-and-globalfoundries-to-build-the-worlds-first-full-scale-quantum-computer
citation: https://psiquantum.com/
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2020.05.15/full/
citation: https://www.bloomberg.com/news/articles/2021-06-25/intel-ceo-says-chip-shortage-to-hit-bottom-in-second-half
citation: https://www.ibm.com/blogs/research/2019/10/on-quantum-supremacy/
citation: https://www.phasecraft.io/
citation: https://www.quantware.eu/
citation: https://www.wolframalpha.com/input/
date modified: 2021-08-30
date published: 2021-08-30
description: Daily progress on quantum computing technology suggests the goal is closer than many may think.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Quantum Computing
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: The Race is on to Find the Quantum Advantage
word count: 1250
type: Article

The Rise of Small Language Models: Efficiency Meets Specialization - Consilience AI
about: Artificial Intelligence
abstract: In the rapidly evolving landscape of artificial intelligence (AI), language models have emerged as a powerful tool for understanding and generating human-like
abstract: Small language models are challenging the notion that bigger is always better, offering a more efficient and specialized approach to NLP tasks.
alternative headline: The Rise of Small Language Models: Efficiency Meets Specialization - Joseph Byrum
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/rise-small-language-models-efficiency-meets-joseph-byrum-ph-d-mba-gaedc/
date modified: 2024-05-31
date published: 2024-05-31
description: In the rapidly evolving landscape of artificial intelligence (AI), language models have emerged as a powerful tool for understanding and generating human-like
description: Small language models are challenging the notion that bigger is always better, offering a more efficient and specialized approach to NLP tasks.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, small language models
name: The Rise of Small Language Models: Efficiency Meets Specialization
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1182
type: Article

The Shocking Amount Of Science And Tech That Goes Into A Can Of Tomato Soup - Joseph Byrum
abstract: From genetics to breeding to canning, a simple can of tomato soup isn’t remotely as simple as you might think.
author: Joseph Byrum
citation: https://cetulare.ucanr.edu/files/138169.pdf
citation: https://data.worldbank.org/indicator/SL.AGR.EMPL.ZS
citation: https://ucanr.edu/sites/veg_crop_sjc/files/76336.pdf
citation: https://www.campbellsfoodservice.com/product/campbells-classic-tomato/
citation: https://www.census.gov/prod/cen2010/cph-2-1.pdf
citation: https://www.fastcompany.com/3063891/the-shocking-amount-of-science-and-tech-that-goes-into-a-can-of-tomato-soup
citation: https://www.flickr.com/photos/adselwood/3190702708
citation: https://www.flickr.com/photos/gail_thepinkpeppercorn/3228019102
citation: https://www.flickr.com/photos/kevinmarsh/5921142168/
citation: https://www.nature.com/nature/journal/v485/n7400/full/nature11119.html
date modified: 2016-10-20
date published: 2016-10-20
description: From genetics to breeding to canning, a simple can of tomato soup isn’t remotely as simple as you might think.
is part of: Joseph Byrum's Website
keywords: agriculture
name: The Shocking Amount Of Science And Tech That Goes Into A Can Of Tomato Soup
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1142
type: Article

The Shocking Amount of Science and Tech That Goes Into a Can of Tomato Soup
author: Joseph Byrum
is part of: Joseph Byrum's Website
type: Article

The Situation Following a Pandemic: Complexity Economics Series Part 1
about: Complexity Economics
abstract: COVID’s economic impact exceeds all pandemics in history. Explore why humans make economies unpredictable and what complexity theory reveals about recovery.
alternative headline: The Situation Following a Pandemic – Joseph Byrum
author: Joseph Byrum
citation: https://bfi.uchicago.edu/wp-content/uploads/BFI_White-Paper_Davis_3.2020.pdf
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2020.04.13/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.census.gov/popclock/print.php
citation: https://www.ijidonline.com/article/S1201-9712(20)30011-4/fulltext
citation: https://www.spglobal.com/ratings/en/research/articles/200330-economic-research-the-escalating-coronavirus-shock-is-pushing-2020-global-growth-toward-zero-11413969
citation: https://www.thenationalherald.com/295933/virus-deaths-unemployment-accelerating-across-europe-us/
citation: https://www.wired.com/story/covid-19-is-nothing-like-the-spanish-flu/
citation: https://www.worldometers.info/coronavirus/
date modified: 2020-06-16
date published: 2020-06-16
description: COVID’s economic impact exceeds all pandemics in history. Explore why humans make economies unpredictable and what complexity theory reveals about recovery.
is part of: Joseph Byrum's Website
keywords: Complex Systems, finance, seeing economic collapse and recovery through the lens of complexity economics
mentions: 4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
mentions: 8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
mentions: Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
mentions: Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: 4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
subject of: 8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
subject of: Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
subject of: Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
subject of: The Situation Following a Pandemic: Complexity Economics Series Part 1
word count: 1533
type: Article

The Social Dimensions of Machine Intelligence: Lessons from Natural Systems - Consilience AI
abstract: Research from the Santa Fe Institute reveals that intelligence isn't merely computational—it's fundamentally relational. Consider how children learn: not
abstract: The future of AI lies in the thoughtful application distributed intelligence, social learning of human children, and the emergent properties of complex systems.
alternative headline: The Social Dimensions of Machine Intelligence: Lessons from Natural Systems - Joseph Byrum
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/social-dimensions-machine-intelligence-lessons-from-joseph-sqyjc/
date modified: 2024-12-09
date published: 2024-12-09
description: Research from the Santa Fe Institute reveals that intelligence isn't merely computational—it's fundamentally relational. Consider how children learn: not
description: The future of AI lies in the thoughtful application distributed intelligence, social learning of human children, and the emergent properties of complex systems.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Complex Systems, Innovation, intelligence theory
name: The Social Dimensions of Machine Intelligence: Lessons from Natural Systems
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 900
type: Article

Quantum Computing In Finance – Where We Stand And Where We Could Go
about: Finance
about: Quantum Computing
abstract: Given the scarcity of human resources with quantum computing expertise, those institutions who are first to build up quantum computing teams may be able to lock in their advantage for years.
abstract: Quantum computers (QCs) operate totally differently than classical computers. Due to the quantum effects known as superposition and entanglement, quantum bits (called qubits) can take on non-binary states represented by complex numbers.
alternative headline: Abstract
author: Joseph Byrum
citation: https://blog.google/technology/research/google-willow-quantum-chip/
citation: https://docs.dwavesys.com/docs/latest/c_gs_2.html
citation: https://doi.org/10.1145/237814.237866
citation: https://quantum-computing.ibm.com/docs/iqx/guide/shors-algorithm
citation: https://quantumalgorithmzoo.org/
citation: https://spectrum.ieee.org/computing/hardware/to-crack-the-toughest-optimization-problems-just-add-lasers
citation: https://www.mckinsey.com/industries/automotive-and-assembly/our-insights/will-quantum-computing-drive-the-automotive-future
citation: https://www.quantamagazine.org/new-quantum-algorithms-finally-crack-nonlinear-equations-20210105/
citation: https://www.science20.com/joseph_byrum/quantum_computing_in_finance_where_we_stand_and_where_we_could_go-254398
citation: https://www.science20.com/
date modified: 2021-05-13
date published: 2021-05-12
date published: 2021-05-13
description: Given the scarcity of human resources with quantum computing expertise, those institutions who are first to build up quantum computing teams may be able to lock in their advantage for years.
description: Quantum computers (QCs) operate totally differently than classical computers. Due to the quantum effects known as superposition and entanglement, quantum bits (called qubits) can take on non-binary states represented by complex numbers.
is part of: Joseph Byrum's Website
keywords: Portfolio Management, Quantum Computing
name: The State of Play of Quantum Computing for Finance in 2021
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
publisher: org-science-20
word count: 20219
type: Article

The Synergy of AI in Shaping the Future of Business and Finance - Consilience AI
about: Artificial Intelligence
about: Finance
abstract: The integration of Artificial Intelligence (AI) into business and financial sectors has ushered in a new era of efficiency, productivity, and innovation.
alternative headline: The Synergy of AI in Shaping the Future of Business and Finance - Joseph Byrum
author: Joseph Byrum
citation: https://consilience.ai/the-synergy-of-ai-in-shaping-the-future-of-business-and-finance/
citation: https://sloanreview.mit.edu/article/leading-the-intelligent-enterprise/
citation: https://www.linkedin.com/pulse/synergy-ai-shaping-future-business-finance-joseph-byrum-ph-d-mba-5dwsc/
date modified: 2024-04-09
date published: 2024-04-09
description: The integration of Artificial Intelligence (AI) into business and financial sectors has ushered in a new era of efficiency, productivity, and innovation.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, intelligent enterprise, Portfolio Management
name: The Synergy of AI in Shaping the Future of Business and Finance
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 649
type: Article

The Synthesis Secret: How Elite Leaders Really Develop - Joseph Byrum
abstract: At 700 mph, Yeager’s controls reversed. One skill saved him. The same skill separates elite executives from specialists. What Irish beer reveals about genius.
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/Chuck_Yeager
date modified: 2025-10-28
date published: 2025-10-28
description: At 700 mph, Yeager’s controls reversed. One skill saved him. The same skill separates elite executives from specialists. What Irish beer reveals about genius.
is part of: Joseph Byrum's Website
keywords: intelligent enterprise, Leadership
name: The Synthesis Secret: How Elite Leaders Really Develop
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 3720
type: Article

The tech that will feed the world | TechCrunch
abstract: Tomorrow’s greatest tech opportunities will be found not be in Silicon Valley, but in the Midwest.
abstract: Twenty years from now, the most important tool for putting food on your table won’t be a harvester, combine or a plow. It will be a piece of software.
alternate name: The Tech that will Feed the World
alternative headline: The Tech that will Feed the World - Joseph Byrum
author: Joseph Byrum
citation: http://motherboard.vice.com/read/self-driving-cars-are-coming-but-self-driving-tractors-are-already-here-ai-artificial-intelligence
citation: http://www.wheatworld.org/wheat-info/fast-facts/
citation: https://forums.tesla.com/forum/forums/17400-deliveries-q4-2015-507-model-x-produced-208-delivered-50580-delivered-2015
citation: https://techcrunch.com/2016/11/19/the-tech-that-will-feed-the-world/
date modified: 2016-11-19
date published: 2016-11-19
description: Tomorrow’s greatest tech opportunities will be found not be in Silicon Valley, but in the Midwest.
description: Twenty years from now, the most important tool for putting food on your table won’t be a harvester, combine or a plow. It will be a piece of software.
is part of: Joseph Byrum's Website
keywords: agriculture, Data Analytics and Operations Research, Innovation
name: The Tech That Will Feed The World
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
publisher: org-techcrunch
word count: 1175
type: Article

Theorem 1: Full Spectrum Dominance in AI Proven Law
abstract: Learn how AI systems decide authority and why your organization must build machine-readable signals faster than AI forgets them.
author: Joseph Byrum
citation: https://www.forbes.com/councils/forbestechcouncil/2026/04/20/ai-has-never-heard-of-your-company-the-asset-class-your-accounting-framework-cannot-see/
date modified: 2026-05-13
date published: 2026-05-13
description: Learn how AI systems decide authority and why your organization must build machine-readable signals faster than AI forgets them.
is part of: Joseph Byrum's Website
keywords: AI reputation, full spectrum dominance, ontological dominance, parametric decay
publisher: org-joseph-byrum
word count: 1264
type: Article

Theorem 2: Accurate Data Dominates AI Representation
abstract: Learn how accurate specific representation with structured data lets you dominate buyer queries, even against big players. Free tools available.
author: Joseph Byrum
citation: https://www.forbes.com/councils/forbestechcouncil/2026/02/23/why-leonardo-da-vinci-would-dominate-the-ai-era-the-competitive-advantage-machines-cant-replicate/
citation: https://www.forbes.com/councils/forbestechcouncil/2026/03/24/why-operational-integration-isnt-enough-how-algorithmic-fragmentation-kills-post-merger-synergies/
date modified: 2026-05-13
date published: 2026-05-13
description: Learn how accurate specific representation with structured data lets you dominate buyer queries, even against big players. Free tools available.
is part of: Joseph Byrum's Website
keywords: AI representation, buyer queries, competitive strategy, SEO, structured data
publisher: org-joseph-byrum
word count: 1513
type: Article

Theorem 3 AI Portfolio Strategy: The Proven Process
abstract: Learn how Theorem 3 of Byrum’s Law leverages category prominence for maximum AI portfolio extension and representation.
author: Joseph Byrum
citation: https://bighouseenterprise.com/ai-misrepresents-company-three-ways-fix/
date modified: 2026-05-13
date published: 2026-05-13
description: Learn how Theorem 3 of Byrum’s Law leverages category prominence for maximum AI portfolio extension and representation.
is part of: Joseph Byrum's Website
keywords: AI Portfolio Strategy, AI representation, Byrum's Law, Category Prominence, Portfolio Extension
name: Theorem 3: AI Portfolio Strategy – The Proven Portfolio Extension
publisher: org-joseph-byrum
word count: 1251
type: Article

Theorem 4: The Proven AI Adversarial Defense Against Reputation Attacks
abstract: Protect your AI reputation from coordinated attacks. Byrum’s Law Theorem 4 reveals structural defenses—temporal depth and ontological sovereignty.
author: Joseph Byrum
citation: https://bighouseenterprise.com/entity-engineering-trust-blueprint-ontological-presence/
date modified: 2026-05-13
date published: 2026-05-13
description: Protect your AI reputation from coordinated attacks. Byrum’s Law Theorem 4 reveals structural defenses—temporal depth and ontological sovereignty.
is part of: Joseph Byrum's Website
keywords: adversarial defense, AI reputation, AI security, Byrum's Law, reputation attacks
publisher: org-joseph-byrum
word count: 1208
type: Article

Theorem 5: Unified Theorem of Ontological Dominance
abstract: Discover how Theorem 5 unifies all four theorems into a single rate inequality governing dominance across all scenarios.
author: Joseph Byrum
citation: https://www.forbes.com/councils/forbestechcouncil/2026/03/24/why-operational-integration-isnt-enough-how-algorithmic-fragmentation-kills-post-merger-synergies/
date modified: 2026-05-13
date published: 2026-05-13
description: Discover how Theorem 5 unifies all four theorems into a single rate inequality governing dominance across all scenarios.
is part of: Joseph Byrum's Website
keywords: Byrum's Law, Domain Scope, ontological dominance, Rate Inequality, Unified Theorem
publisher: org-joseph-byrum
word count: 1254
type: Article

Theorem 6 AI Epoch Transition Impacts Ontological Dominance
abstract: Discover how pre-transition investment in authority signals amplifies advantage at AI epoch transitions. Learn founder effect and signal substrate stability.
author: Joseph Byrum
citation: https://www.forbes.com/councils/forbestechcouncil/2025/12/29/algorithmic-surrender-the-leadership-crisis-no-one-is-measuring/
date modified: 2026-05-13
date published: 2026-05-13
description: Discover how pre-transition investment in authority signals amplifies advantage at AI epoch transitions. Learn founder effect and signal substrate stability.
is part of: Joseph Byrum's Website
name: Theorem 6: AI Epoch Transition – Hidden Edge in Ontological Dominance
publisher: org-joseph-byrum
word count: 1167
type: Article

Theorem 7: Proven Entity Authority Score for AI Dominance
abstract: Learn how Entity Authority Scores (EAS) serve as a proxy for Citation Probability at Query (CPQ) to measure and improve your organization’s AI representation.
author: Joseph Byrum
citation: https://bighouseenterprise.com/entity-engineering-trust-blueprint-ontological-presence/
date modified: 2026-05-13
date published: 2026-05-13
description: Learn how Entity Authority Scores (EAS) serve as a proxy for Citation Probability at Query (CPQ) to measure and improve your organization’s AI representation.
is part of: Joseph Byrum's Website
keywords: AI dominance, Byrum's Law, citation probability, Entity Authority Score, Ontological Sovereignty
publisher: org-joseph-byrum
word count: 1190
type: Article

Theorem 8: AI Platform Bias & Hidden Non-Neutrality
abstract: Explore how non-neutral AI platforms distort ontological dominance and CPQ. Learn to spot bias and ensure true FSD certification.
author: Joseph Byrum
citation: https://bighouseenterprise.com/corroboration-entity-engineering-ai-confidence/
citation: https://www.forbes.com/councils/forbestechcouncil/2026/04/20/ai-has-never-heard-of-your-company-the-asset-class-your-accounting-framework-cannot-see/
date modified: 2026-05-13
date published: 2026-05-13
description: Explore how non-neutral AI platforms distort ontological dominance and CPQ. Learn to spot bias and ensure true FSD certification.
is part of: Joseph Byrum's Website
keywords: AI platform bias, CPQ, FSD certification, non-neutrality, ontological dominance
publisher: org-joseph-byrum
word count: 1422
type: Article

Theorem 9: World Model AI Byrum’s Law Prospective
abstract: Explore Theorem 9 of Byrum’s Law – a prospective formal framework for World Model AI where knowledge lives in explicit graphs.
author: Joseph Byrum
citation: https://bighouseenterprise.com/first-mover-structural-lock-hidden-entity-threat-c-suite-overlooks/
date modified: 2026-05-13
date published: 2026-05-13
description: Explore Theorem 9 of Byrum’s Law – a prospective formal framework for World Model AI where knowledge lives in explicit graphs.
is part of: Joseph Byrum's Website
publisher: org-joseph-byrum
word count: 1616
type: Article

Theories of Innovation: Techniques for Accelerating Innovation Part 2
abstract: From 37-game theory tournaments to crisis-driven breakthroughs—discover why innovation is actually warfare and most companies are losing.
alternative headline: Theories of Innovation – Joseph Byrum
author: Joseph Byrum
citation: http://dx.doi.org/10.1108/JOCM-10-2016-0210
citation: http://evoreg.eu/docs/files/shno/Note_evoREG_33.pdf
citation: https://doi.org/10.1371/journal.pone.0145407
citation: https://en.wikipedia.org/wiki/Innovation
citation: https://en.wikipedia.org/wiki/List_of_games_in_game_theory
citation: https://hbr.org/2011/09/embracing-complexity
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2022.02.05/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://research.tilburguniversity.edu/en/publications/innovation-in-complex-systems-an-exploration-in-strategy-leadersh
citation: https://www.businesswire.com/news/home/20200907005252/en/Global-Cutlery-Industry-2020-to-2025---North-America-will-hold-a-Considerable-Market-Share---ResearchAndMarkets.com
date modified: 2022-02-02
date published: 2022-02-02
description: From 37-game theory tournaments to crisis-driven breakthroughs—discover why innovation is actually warfare and most companies are losing.
is part of: Joseph Byrum's Website
keywords: Innovation, Leadership, techniques for accelerating innovation
mentions: Why Innovation Is So Hard: Techniques for Accelerating Innovation Series Part 1
mentions: The OODA Loop Approach to Innovation: Techniques for Accelerating Innovation Part 3
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: The OODA Loop Approach to Innovation: Techniques for Accelerating Innovation Part 3
subject of: Theories of Innovation: Techniques for Accelerating Innovation Part 2
word count: 1713
type: Article

Complexity, AI & the future of food: Thinking beyond human capabilities
abstract: AI is often thought to have the goal of replicating the inner workings of the human brain. But is there another way to look at what it can do for us?
abstract: Plants have secret intelligence humans can’t perceive. Discover how biomimicry and bee vision are revolutionizing agricultural AI.
alternative headline: Thinking Beyond Human Capabilities – Joseph Byrum
author: Joseph Byrum
citation: https://agfundernews.com/ai-complexity-ai-the-future-of-food-thinking-beyond-human-capabilities
citation: https://biomimicry.org/what-is-biomimicry/
citation: https://en.wikipedia.org/wiki/Agriculture
citation: https://en.wikipedia.org/wiki/Artificial_intelligence
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://ieeexplore.ieee.org/document/7533928
citation: https://link.springer.com/article/10.1007/s10462-009-9127-4
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.forbes.com/sites/gilpress/2017/08/27/artificial-intelligence-ai-defined/
citation: https://www.istockphoto.com/photo/prosthetic-hand-holding-cherry-tomato-gm1097455922-294710775
date modified: 2021-03-24
date published: 2021-03-24
description: AI is often thought to have the goal of replicating the inner workings of the human brain. But is there another way to look at what it can do for us?
description: Plants have secret intelligence humans can’t perceive. Discover how biomimicry and bee vision are revolutionizing agricultural AI.
is part of: Joseph Byrum's Website
keywords: agriculture, Complex Systems, complexity AI and the future of food
name: Thinking beyond human capabilities: Complexity, AI, and the Future of Food Part 2
publisher: org-agfundernews
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 938
type: Article

Complexity, AI & the future of food: Toward the age of agrobots
about: Agrobots
abstract: Agrobots built on collective computational intelligence could help us better understand interactions between factors like plant biology and soil structure.
abstract: From voice-activated farming to robots that speak plant language—discover how collective intelligence is revolutionizing agriculture.
alternative headline: Toward the Age of Agrobots – Joseph Byrum
author: Joseph Byrum
citation: https://agfundernews.com/agrobots-complexity-ai-the-future-of-food-toward-the-creation-of
citation: https://bluerivertechnology.com/
citation: https://en.wikipedia.org/wiki/Agriculture
citation: https://en.wikipedia.org/wiki/Artificial_intelligence
citation: https://en.wikipedia.org/wiki/Complexity_economics
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.agvoiceglobal.com/
citation: https://www.istockphoto.com/photo/the-robot-gm860594942-142377625
citation: https://www.quantamagazine.org/how-nature-solves-problems-through-computation-20170706/
citation: https://www.theguardian.com/environment/radical-conservation/2015/aug/04/plants-intelligent-sentient-book-brilliant-green-internet
date modified: 2021-04-08
date published: 2021-04-08
description: Agrobots built on collective computational intelligence could help us better understand interactions between factors like plant biology and soil structure.
description: From voice-activated farming to robots that speak plant language—discover how collective intelligence is revolutionizing agriculture.
headline: Toward the Age of Agrobots: Complexity, AI & the Future of Food Part 4
is part of: Joseph Byrum's Website
keywords: agriculture, complexity AI and the future of food
publisher: org-agfundernews
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1083
type: Article

We Need to Speak Up for AI, While We Still Can
abstract: There’s nothing scary about intelligent augmentation. In fact, by making up for human weakness in critical areas, such as medical diagnosis, traffic safety and air traffic control, AI has massive potential to save lives.
alternative headline: We Need to Speak Up for AI, While We Still Can - Joseph Byrum
author: Joseph Byrum
citation: https://ieeexplore.ieee.org/document/87681
citation: https://www.computer.org/csdl/magazine/ex/1991/03/x3018/13rRUwI5U3Y
citation: https://www.liebertpub.com/doi/10.1089/ind.2020.29211.jby
date modified: 2020-06-16
date published: 2020-06-16
description: There’s nothing scary about intelligent augmentation. In fact, by making up for human weakness in critical areas, such as medical diagnosis, traffic safety and air traffic control, AI has massive potential to save lives.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Policy
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: We Need to Speak Up for AI, While We Still Can
word count: 726
type: Article

What Can Fungus Teach Us About Making Money?
abstract: Looking at finance through the biology lens offers a unique view on complex interactions between billions of people whose decisions put the economy in motion.
alternative headline: What Can Fungus Teach Us About Making Money? - Joseph Byrum
author: Joseph Byrum
citation: https://doi.org/10.1098/rspb.2012.2901
citation: https://gigaom.com/2012/06/14/whatever-happened-to-the-youtube-killers/
citation: https://ourworldindata.org/no-matter-what-global-poverty-line
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2020.06.09/full/
citation: https://royalsocietypublishing.org/doi/10.1098/rstb.1952.0012
citation: https://www.cell.com/current-biology/fulltext/S0960-9822(19)30490-7
citation: https://www.searchenginejournal.com/failed-social-media-sites/303421/
date modified: 2020-11-02
date published: 2020-11-02
description: Looking at finance through the biology lens offers a unique view on complex interactions between billions of people whose decisions put the economy in motion.
is part of: Joseph Byrum's Website
keywords: Complex Systems, Portfolio Management
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: What Can Fungus Teach Us About Making Money?
word count: 1478
type: Article

What is a data processing analyst and how to become one - Joseph Byrum
abstract: The next revolution will happen when every aspect of a business is designed with AI and OR in mind. Call this new construct the intelligent enterprise.
author: Joseph Byrum
citation: https://linkedin.com/in/josephbyrumchiefinnovator/
citation: https://www.zippia.com/data-processing-analyst-jobs/
date modified: 2025-01-08
date published: 2025-01-08
description: The next revolution will happen when every aspect of a business is designed with AI and OR in mind. Call this new construct the intelligent enterprise.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence
name: What is a data processing analyst and how to become one
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 106
type: Article

What Makes Quantum Computing So Different? - Joseph Byrum
abstract: You’ll discover how quantum processors evaluate multiple variables simultaneously, which means simulations can include as many interacting variables as there are qubits.
author: Joseph Byrum
citation: https://www.cutter.com/article/what-makes-quantum-computing-so-different
date modified: 2021-08-12
date published: 2021-08-12
description: You’ll discover how quantum processors evaluate multiple variables simultaneously, which means simulations can include as many interacting variables as there are qubits.
is part of: Joseph Byrum's Website
keywords: Quantum Computing
name: What Makes Quantum Computing So Different?
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 48
type: Article

What the Quantum Bit Makes Possible
about: Exponential Scaling
about: Quantum Computing
abstract: Explore the main function of the quantum bit (qubit), how qubits enable exponential scaling, and how quantum computing is being utilized in the real world.
abstract: This Advisor explores the main function of the quantum bit (qubit), how qubits enable exponential scaling, and how quantum computing is being utilized in the real world, from hybrid approaches to experimenting with development kits.
alternative headline: What the Quantum Bit Makes Possible - Joseph Byrum
author: Joseph Byrum
citation: https://www.cutter.com/article/what-quantum-bit-makes-possible
date modified: 2021-11-10
date published: 2021-11-10
description: Explore the main function of the quantum bit (qubit), how qubits enable exponential scaling, and how quantum computing is being utilized in the real world.
description: This Advisor explores the main function of the quantum bit (qubit), how qubits enable exponential scaling, and how quantum computing is being utilized in the real world, from hybrid approaches to experimenting with development kits.
is part of: Joseph Byrum's Website
keywords: Quantum Computing
publisher: org-cuttercom
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 50
type: Article

What Will The Smart Money Future Look Like?
abstract: In the not so distant future, checkbooks will take their rightful place in museums alongside answering machines, VCRs and folding paper maps. Online bill-paying and Apple/Google Pay have narrowed the times when it’s necessary to resort to the clunky paper-and-pen based payment method, and many growing up today have never touched one at all.
abstract: Time will tell if we see money becoming more dynamic in the decades ahead, but it’s clear AI will become an increasingly important to help meet financial needs.
alternative headline: What Will The Smart Money Future Look Like? - Joseph Byrum
author: Joseph Byrum
citation: http://longevity.stanford.edu/sightlines-financial-security-special-report-mobile/
citation: https://www.frbsf.org/cash/publications/fed-notes/2017/november/understanding-consumer-cash-use-preliminary-findings-2016-diary-of-consumer-payment-choice/
citation: https://www.npr.org/sections/money/2011/02/15/131934618/the-island-of-stone-money
citation: https://www.science20.com/joseph_byrum/what_will_the_smart_money_future_look_like-252070
citation: https://www.thebalance.com/rolling-index-returns-1973-mid-2009-4061795
date modified: 2020-12-03
date published: 2020-12-02
date published: 2020-12-03
description: In the not so distant future, checkbooks will take their rightful place in museums alongside answering machines, VCRs and folding paper maps. Online bill-paying and Apple/Google Pay have narrowed the times when it’s necessary to resort to the clunky paper-and-pen based payment method, and many growing up today have never touched one at all.
description: Time will tell if we see money becoming more dynamic in the decades ahead, but it’s clear AI will become an increasingly important to help meet financial needs.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Economics, Portfolio Management
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
publisher: org-science-20
word count: 1086
type: Article

What's Old is New Again: Understanding AI as the Latest Technological Revolution - Joseph Byrum
abstract: How do we understand AI as the latest in a long line of technological innovations, and what will it mean to successfully embed it into our social and economic systems?
author: Joseph Byrum
citation: https://www.linkedin.com/pulse/whats-old-new-again-understanding-ai-pyjge/
date modified: 2025-02-20
date published: 2025-02-20
description: How do we understand AI as the latest in a long line of technological innovations, and what will it mean to successfully embed it into our social and economic systems?
is part of: Joseph Byrum's Website
name: What’s Old is New Again: Understanding AI as the Latest Technological Revolution
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 146
type: Article

When Good A.I. Goes Bad
abstract: The more we turn over decisions to AI, the more we must ensure that procedures are in place to catch the mistakes made not by the humans who set up and operate the systems.
alternative headline: When Good A.I. Goes Bad - Joseph Byrum
author: Joseph Byrum
citation: http://articles.latimes.com/1999/oct/01/news/mn-17288
citation: https://dealbook.nytimes.com/2012/08/03/trading-program-ran-amok-with-no-off-switch/
citation: https://pubsonline.informs.org/do/10.1287/orms.2018.01.01/full/
citation: https://spectrum.ieee.org/nanoclast/semiconductors/processors/intel-now-packs-100-million-transistors-in-each-square-millimeter
citation: https://www.intel.com/content/www/us/en/history/museum-story-of-intel-4004.html
citation: https://www.sec.gov/litigation/admin/2013/34-70694.pdf
citation: https://www.theinquirer.net/inquirer/news/2321275/ces-microprocessors-to-be-emotionally-smarter-than-human-brain-within-next-decade-says-intel
citation: https://www.wired.com/2017/03/astronomers-deploy-ai-unravel-mysteries-universe/
date modified: 2018-02-05
date published: 2018-02-05
description: The more we turn over decisions to AI, the more we must ensure that procedures are in place to catch the mistakes made not by the humans who set up and operate the systems.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Policy
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: When Good A.I. Goes Bad
word count: 1165
type: Article

Why a deep understanding of philosophy might be the key to unlocking AI's future - Joseph Byrum
abstract: Joseph Byrum, CTO of Consilience advocates for interdisciplinary methods to address ethical and philosophical aspects in AI innovation
author: Joseph Byrum
citation: https://consilience.ai/blog/the-rise-of-small-language-models-efficiency-meets-specialization/
citation: https://www.consilience.ai/
citation: https://www.law.com/legaltechnews/2024/08/08/chatgpt-wrapper-is-this-years-hottest-snub-but-why/
citation: https://www.linkedin.com/in/josephbyrumchiefinnovator/
citation: https://www.smartsuite.com/news/interdisciplinary-ai-approach-agi-joseph-byrum-consilience
citation: https://www.smartsuite.com/news/new-ai-tools-spark-vendor-switching-and-spend-management-automation
citation: https://www.smartsuite.com/solutions/finance-accounting
citation: https://www.smartsuite.com/solutions/legal
citation: https://www.windowscentral.com/software-apps/openai-ceo-sam-altman-says-agi-would-have-whooshed-by-in-5-years
date modified: 2024-11-13
date published: 2024-11-13
description: Joseph Byrum, CTO of Consilience advocates for interdisciplinary methods to address ethical and philosophical aspects in AI innovation
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, philosophy
name: Why a deep understanding of philosophy might be the key to unlocking AI’s future
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 481
type: Article

Why a Deep Understanding of Philosophy Might be the Key to Unlocking AI's Future
author: Joseph Byrum
is part of: Joseph Byrum's Website
type: Article
type: NewsArticle

VUCA Response Simulator
abstract: Three Fortune 500 companies. Same catastrophic decision. Nobody could explain why. MIT brain scans reveal what happens when leaders surrender judgment to AI.
author: Joseph Byrum
citation: https://arxiv.org/abs/2506.08872
date modified: 2025-10-01
date published: 2025-10-01
description: Three Fortune 500 companies. Same catastrophic decision. Nobody could explain why. MIT brain scans reveal what happens when leaders surrender judgment to AI.
is part of: Joseph Byrum's Website
name: Why Free Markets Need Free Minds: The Democratic Foundations of Cognitive Sovereignty
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 4618
type: Article

Why Innovation Is So Hard: Techniques for Accelerating Innovation Series Part 1
abstract: From iPhone’s S-curve trap to ‘Zoomthink’ destroying virtual teams—discover the fatal flaws killing innovation before it reaches market.
alternative headline: Why Innovation Is So Hard – Joseph Byrum
author: Joseph Byrum
citation: http://jcsites.juniata.edu/faculty/rhodes/ml/datapreprocessing.htm
citation: https://en.wikipedia.org/wiki/Innovation
citation: https://killerinnovations.com/groupthink-kills-innovation/
citation: https://knowledge.wharton.upenn.edu/article/how-group-dynamics-may-be-killing-innovation/
citation: https://pubsonline.informs.org/do/10.1287/LYTX.2022.01.04/full/
citation: https://pubsonline.informs.org/magazine/analytics
citation: https://www.cnbc.com/2019/05/17/smartphone-users-are-waiting-longer-before-upgrading-heres-why.html
citation: https://www.fastcompany.com/90572111/how-to-fight-the-groupthink-that-happens-when-we-work-virtually
citation: https://www.informationweek.com/government/apple-sees-iphone-3gs-shortages
citation: https://www.researchgate.net/figure/Creativity-Paradoxes_tbl1_306259882
date modified: 2021-12-07
date published: 2021-12-07
description: From iPhone’s S-curve trap to ‘Zoomthink’ destroying virtual teams—discover the fatal flaws killing innovation before it reaches market.
is part of: Joseph Byrum's Website
keywords: Innovation, Leadership, techniques for accelerating innovation
mentions: The OODA Loop Approach to Innovation: Techniques for Accelerating Innovation Part 3
mentions: Theories of Innovation: Techniques for Accelerating Innovation Part 2
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: The OODA Loop Approach to Innovation: Techniques for Accelerating Innovation Part 3
subject of: Theories of Innovation: Techniques for Accelerating Innovation Part 2
subject of: Why Innovation Is So Hard: Techniques for Accelerating Innovation Series Part 1
word count: 1788
type: Article

Why Leonardo Da Vinci Would Dominate The AI Era: The Competitive Advantage Machines Can't Replicate
abstract: AI is accelerating the commoditization of specialized expertise. The sustainable competitive advantage is connecting it across domains.
author: Joseph Byrum
date published: 2026-02-23
description: AI is accelerating the commoditization of specialized expertise. The sustainable competitive advantage is connecting it across domains.
is part of: Joseph Byrum's Website
publisher: org-forbes
type: Article

Why Operational Integration Isn't Enough: How Algorithmic Fragmentation Kills Post-Merger Synergies
abstract: The integration battle determining synergy capture happens algorithmically in the first six months. The companies that engineer it now capture what the deal promised.
author: Joseph Byrum
date published: 2026-03-24
description: The integration battle determining synergy capture happens algorithmically in the first six months. The companies that engineer it now capture what the deal promised.
is part of: Joseph Byrum's Website
publisher: org-forbes
type: Article

Contributed Content: Why Real Assets Like Farmland are the Future | Global AgInvesting
abstract: By Joseph Byrum In these uncertain times, tangible investments provide comfort to the risk averse. Unlike buying shares in a company enjoying a spike in publicity, or taking up more complex instruments like derivatives, land is something you can see, touch, and smell. Real holdings don’t just exist on a computer screen — they can […]
abstract: In these uncertain times, tangible investments provide comfort to the risk averse. Real holdings don’t just exist on a computer screen — they can be used.
alternative headline: Why Real Assets Like Farmland are the Future - Joseph Byrum
author: Joseph Byrum
citation: https://globalaginvesting.com/contributed-content-real-assets-like-farmland-future/
citation: https://rootagadvisory.com/why-real-assets-like-farmland-are-the-future/
citation: https://www.fcc.gov/file/11642/download
date modified: 2021-02-25
date published: 2021-02-25
description: By Joseph Byrum In these uncertain times, tangible investments provide comfort to the risk averse. Unlike buying shares in a company enjoying a spike in publicity, or taking up more complex instruments like derivatives, land is something you can see, touch, and smell. Real holdings don’t just exist on a computer screen — they can […]
description: In these uncertain times, tangible investments provide comfort to the risk averse. Real holdings don’t just exist on a computer screen — they can be used.
is part of: Joseph Byrum's Website
keywords: Portfolio Management, Real Assets
name: Why Real Assets Like Farmland are the Future
publisher: org-global-aginvesting
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1370
type: Article

Why specialized artificial intelligence is better, yet largely ignored
about: Artificial Intelligence
abstract: The dream of creating an artificial general intelligence has captivated our imagination for generations, and specialized AI is the solution.
abstract: To reap the full benefits of AI, there’s an entirely different type of AI we should be exploring that’s been largely ignored. It’s specialized (or augmented) intelligence systems.
alternative headline: Why Specialized Artificial Intelligence is Better, Yet Largely Ignored - Joseph Byrum
author: Joseph Byrum
citation: https://www.dig-in.com/opinion/why-specialized-artificial-intelligence-is-better-yet-largely-ignored
date modified: 2019-06-12
date published: 2019-06-12
description: The dream of creating an artificial general intelligence has captivated our imagination for generations, and specialized AI is the solution.
description: To reap the full benefits of AI, there’s an entirely different type of AI we should be exploring that’s been largely ignored. It’s specialized (or augmented) intelligence systems.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, idiosyncratic AI
name: Why Specialized Artificial Intelligence is Better, Yet Largely Ignored
publisher: org-digital-insurance
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 62
type: Article

Why Your AI Strategy Is Making Your Company Less Innovative
abstract: Discover why $4.2M AI investments are destroying cognitive diversity and innovation. Learn the OODA Loop secret that separates winners from losers.
author: Joseph Byrum
citation: https://en.wikipedia.org/wiki/John_Boyd_(military_strategist)
date modified: 2025-07-09
date published: 2025-07-09
description: Discover why $4.2M AI investments are destroying cognitive diversity and innovation. Learn the OODA Loop secret that separates winners from losers.
is part of: Joseph Byrum's Website
keywords: cognitive diversity, OODA loop
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1070
type: Article

Winning as an Intelligent Enterprise - Consilience AI
about: Intelligent Enterprise
abstract: In today’s competitive world, it is change or die. Those enterprises that cling to yesterday’s ways lose ground to the intelligent enterprises that can
abstract: Learn how to win as the intelligent enterprise using 4 military agility principles. From data architecture to change management strategies.
alternative headline: Winning as the Intelligent Enterprise – Joseph Byrum
author: Joseph Byrum
citation: https://consilience.ai/winning-as-an-intelligent-enterprise/
citation: https://en.wikipedia.org/wiki/Clayton_Christensen
citation: https://en.wikipedia.org/wiki/Intelligent_enterprise
citation: https://pubsonline.informs.org/magazine/orms-today
citation: https://sloanreview.mit.edu/
citation: https://www.iise.org/IEMagazine/Details2.aspx
citation: https://www.informationweek.com/
citation: https://www.linkedin.com/pulse/winning-intelligent-enterprise-joseph-byrum-ph-d-mba-jsqgc/
date modified: 2024-04-12
date published: 2024-04-12
description: In today’s competitive world, it is change or die. Those enterprises that cling to yesterday’s ways lose ground to the intelligent enterprises that can
description: Learn how to win as the intelligent enterprise using 4 military agility principles. From data architecture to change management strategies.
headline: Winning as an Intelligent Enterprise
is part of: Joseph Byrum's Website
keywords: intelligent enterprise, Leadership
mentions: The Intelligent Enterprise
publisher: org-consilience-ai
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 1963
type: Article

With New Soybean, Monsanto Reinvents Age-Old Breeding Game - Joseph Byrum
abstract: Byrum’s team analyzes them using genetic markers, then quickly crunching the results on computers to determine which seeds are winners.
author: Joseph Byrum
citation: https://www.fosters.com/story/lifestyle/2006/06/27/with-new-soybean-monsanto-reinvents/52549167007/
citation: https://www.nbcnews.com/id/wbna13502118
date modified: 2006-06-27
date published: 2006-06-27
description: Byrum’s team analyzes them using genetic markers, then quickly crunching the results on computers to determine which seeds are winners.
is part of: Joseph Byrum's Website
keywords: agriculture
name: With New Soybean, Monsanto Reinvents Age-Old Breeding Game
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
word count: 317
type: Article

Worry About Your Average Day, Not Smart AI
abstract: Augmented intelligence’s potential to combine machine computational abilities with human judgment to enhance productivity and positive outcomes is unmatched.
alternative headline: Worry About Your Average Day, Not Smart AI - Joseph Byrum
author: Joseph Byrum
citation: https://www.liebertpub.com/doi/full/10.1089/ind.2019.29189.jby
date modified: 2019-12-16
date published: 2019-12-16
description: Augmented intelligence’s potential to combine machine computational abilities with human judgment to enhance productivity and positive outcomes is unmatched.
is part of: Joseph Byrum's Website
keywords: Artificial Intelligence, Policy
publisher: org-joseph-byrum-joseph-byrum-is-a-strategic-technology-e-4106ad
subject of: Worry About Your Average Day, Not Smart AI
word count: 1568
type: Article

Yield traits for maize
about: Marker-Assisted Selection
abstract: Methods for identifying genetic marker loci associated with yield traits in maize. Enables marker-assisted selection for improved corn varieties with enhanced yield potential and agronomic performance.
author: Joseph Byrum
description: Methods for identifying genetic marker loci associated with yield traits in maize. Enables marker-assisted selection for improved corn varieties with enhanced yield potential and agronomic performance.
is part of: Joseph Byrum's Website
type: Article

Your Brand Doesn’t Sound Like You: How Mismatched Brand Voice Undermines Algorithmic Authority Before Engineering Begins
abstract: AI-driven brand authority depends on aligning narrative with an executive’s authentic 'cognitive fingerprint.' Here's how closing the coherence gap improves discoverability and trust.
author: Joseph Byrum
date published: 2026-05-13
description: AI-driven brand authority depends on aligning narrative with an executive’s authentic 'cognitive fingerprint.' Here's how closing the coherence gap improves discoverability and trust.
is part of: Joseph Byrum's Website
publisher: org-forbes
type: Article

How to Go Digital: Practical Wisdom to Help Drive Your Organization's Digital Transformation
type: Book

STRATEGIC LATENCY UNLEASHED: THE ROLE OF TECHNOLOGY IN A REVISIONIST GLOBAL ORDER AND THE IMPLICATIONS FOR SPECIAL OPERATIONS FORCES
type: Book

Doctor of Philosophy in Genetics
credential category: degree
date created: 1999
recognized by: Iowa State University
type: EducationalOccupationalCredential

Executive Education in Decision Quality
credential category: degree
recognized by: Stanford University
type: EducationalOccupationalCredential

Executive Education in Strategic Alliances: Creating Growth Opportunities
credential category: degree
recognized by: The Wharton School
type: EducationalOccupationalCredential

Executive Education in Tackling the Challenges of Big Data
credential category: degree
recognized by: MIT Sloan School of Management
type: EducationalOccupationalCredential

Master of Business Administration in Business Administration
credential category: degree
date created: 2009
recognized by: University of Michigan
type: EducationalOccupationalCredential

Master of Science, Bachelor of Science in M.S. (Genetics), B.S. (Genetics)
credential category: degree
date created: 1995
recognized by: Michigan State University
type: EducationalOccupationalCredential

Agriculture
description: Joseph Byrum's extensive agricultural biotechnology expertise, from plant breeding to precision farming, provides unique insights into biological systems that inform my approach to artificial intelligence and complex adaptive systems across industries.
term code: expert
type: DefinedTerm

Agrobots
description: Agricultural robots that understand both scientific language and complex environmental contexts
in defined term set: Glossary
subject of: Complexity, AI & the future of food: Toward the age of agrobots
term code: used extensively, 2021
type: DefinedTerm

AI Spring
description: Period of specialized AI model proliferation transforming business and society through domain-specific solutions
in defined term set: Glossary
subject of: The AI Spring: How Specialized Models are Transforming Business and Society
term code: coined, 2024
type: DefinedTerm

Artificial Intelligence
description: Joseph Byrum's approach to AI development focuses on augmented intelligence rather than replacement, building ethical, explainable systems that enhance human decision-making while maintaining the diverse, creative thinking that drives breakthrough innovation.
term code: expert
type: DefinedTerm

Biotechnology
description: Application of biological processes and organisms to develop agricultural products
in defined term set: Glossary
subject of: A method for identifying genetic market loci associated with trait loci.
subject of: How Joseph Byrum led Syngenta, a pioneer in biotechnology, to use open innovation and advanced mathematical tools to transform an industry
subject of: Avocado
term code: used extensively, 2016
type: DefinedTerm

Capstone Projects
description: Student team projects solving real business problems for corporate sponsors
in defined term set: Glossary
subject of: Gain Cognitive Diversity Through Capstone Projects | InformationWeek
term code: used extensively, 2019
type: DefinedTerm

Causal Reasoning
description: Investment management approach establishing causation rather than correlation for better decisions
in defined term set: Glossary
subject of: The Future of Causal Reasoning in Investment Management
term code: used extensively, 2024
type: DefinedTerm

Climate Resilience
description: Agricultural systems? ability to withstand and recover from climate-related stresses
in defined term set: Glossary
subject of: Boosting Agriculture's Climate Resilience: Complexity, AI, and the Future of Food Part 3
term code: used extensively, 2021
type: DefinedTerm

Competitive Advantage
description: Unique capabilities enabling organization to outperform competitors
in defined term set: Glossary
subject of: Redefining Business Strategy in the Age of AI - Joseph Byrum
term code: used extensively, 2016
type: DefinedTerm

Complexity Economics
description: Drawing from his experience managing $100M+ global programs, Joseph Byrum applies complexity science principles to decode chaotic market dynamics, helping leaders navigate uncertainty by understanding businesses as living, adaptive systems rather than mechanical processes.
term code: expert
type: DefinedTerm

Creative Destruction
description: Austrian economics concept of innovation destroying old economic structures while creating new ones
in defined term set: Glossary
subject of: From Plows to Processors: Creative Destruction Across the Ages - Consilience AI
term code: used extensively, 2024
type: DefinedTerm

Cross-Functional Teams
description: Work groups combining diverse expertise and perspectives for better problem solving
in defined term set: Glossary
subject of: Build a Diverse Team to Solve the AI Riddle
term code: used extensively, 2019
type: DefinedTerm

Crowdfarming
description: Crowdsourcing approach to boost agricultural innovation by engaging external talent in farming challenges
in defined term set: Glossary
subject of: Crowdfarming, or How to Boost Agricultural Innovation
term code: coined, 2016
type: DefinedTerm

Crowdsourcing
description: Engaging external communities to solve complex business problems
in defined term set: Glossary
subject of: Idea Connection interview with Joseph Byrum about Crowdsourcing
subject of: How to Go Digital: Practical Wisdom to Help Drive Your Organization's Digital Transformation
subject of: Improving Analytics Capabilities Through Crowdsourcing
term code: used extensively, 2016
type: DefinedTerm

Data as Agriculture's New Currency
description: Framework treating farm data as valuable commodity with exchange mechanisms and economic principles
in defined term set: Glossary
subject of: Advancing to the Next Level: Data as Agriculture's New Currency Part 3
subject of: Data as Agriculture’s New Currency: The Farmer’s Perspective
term code: coined, 2017
type: DefinedTerm

Digital Darwinism
description: Co-evolutionary process between technology and society accelerated by information revolution
in defined term set: Glossary
subject of: Digital Darwinism: Adapting Society for an Age of Accelerating Change - Consilience AI
term code: coined, 2024
type: DefinedTerm

Digital Transformation
description: Comprehensive integration of digital technology into business operations
in defined term set: Glossary
subject of: Joseph Byrum: The Reason AI Doesn’t Know Your Company Exists and Why That’s Now a Board-Level Problem
subject of: How to Go Digital: Practical Wisdom to Help Drive Your Organization's Digital Transformation
term code: used extensively, 2021
type: DefinedTerm

Disease Resistance
description: Genetic traits protecting plants from pathogen damage
in defined term set: Glossary
subject of: Soybean cultivar SO22215
subject of: Soybean cultivar 92478609
subject of: Soybean cultivar 924861
subject of: Soybean cultivar 0120287
subject of: Soybean cultivar 0120286
subject of: Soybean cultivar 0127562
subject of: Soybean cultivar 922411274
subject of: Soybean cultivar 010010
subject of: Soybean cultivar 010007
subject of: Soybean cultivar 920011
subject of: Soybean cultivar 921031
subject of: Soybean cultivar 0491728
subject of: Soybean cultivar 925847
subject of: Soybean cultivar 922411394
subject of: Soybean cultivar 0120284
subject of: Soybean cultivar 91062936407
subject of: Soybean cultivar 922013
subject of: Soybean cultivar 0491727
subject of: Soybean cultivar 92440927
subject of: Soybean Cultivar 010009
subject of: Soybean cultivar 921021
subject of: Soybean cultivar 010013
subject of: Soybean cultivar 0487686
subject of: Soybean cultivar 010005
subject of: Soybean cultivar 9323269436984
subject of: Soybean cultivar 922286942427
subject of: Soybean cultivar 0120285
subject of: Soybean cultivar S010354
subject of: Soybean cultivar S030150
subject of: Soybean variety 0137335
subject of: Soybean cultivar 010011
subject of: Soybean cultivar 240200
subject of: Soybean cultivar 924788
subject of: Soybean cultivar 919011
subject of: Soybean cultivar 901181544
term code: used extensively, 2016
type: DefinedTerm

Exponential Scaling
description: Quantum computing's ability to grow computational power exponentially with additional qubits
in defined term set: Glossary
subject of: What the Quantum Bit Makes Possible
term code: used extensively, 2021
type: DefinedTerm

Finance
description: Having transformed a $620 billion asset management firm through AI implementation, Joseph Byrum specializes in behavioral economics integration with quantitative finance, creating trading algorithms that decode market psychology and uncertainty to surface hidden alpha.
term code: expert
type: DefinedTerm

Food Security
description: Ensuring adequate, safe, and nutritious food supply for growing global population
in defined term set: Glossary
subject of: Artificial Intelligence's Food Security Impact: Complexity, AI and the Future of Food Part 6
subject of: Artificial Intelligence's Potential for Addressing Global Food Security
subject of: Quantum Computing's Answer to the Global Food Security Problem
term code: used extensively, 2017
type: DefinedTerm

Franz Edelman Prize
description: Prestigious award for operations research excellence, won by Byrum for agricultural innovation
in defined term set: Glossary
subject of: Advanced Analytics for Agricultural Product Development
term code: used extensively, 2015
type: DefinedTerm

Genetic Markers
description: DNA sequences indicating presence of specific traits in plant breeding
in defined term set: Glossary
subject of: Nucleic acid molecules and other molecules associated with plants
subject of: Nucleic Acid Molecules and Other Molecules Associated with the Methionine Synthesis and Degradation Pathways
subject of: Nucleic acid molecules and other molecules associated with plants and uses thereof for plant improvement
subject of: Nucleic Acid Molecules and Other Molecules Associated with Plants
subject of: Nucleic Acid Molecules and Other Molecules Associated with Plants and Uses Thereof for Plant Improvement
term code: used extensively, 2006
type: DefinedTerm

Germplasm
description: Genetic material containing plant traits used as foundation for crop development
in defined term set: Glossary
subject of: Pathways to Precision: Managing Risk With Germplasm
subject of: Rethinking What Makes Germplasm 'Elite'
subject of: Contributed Content: The Quest For The Ultimate Seed Begins With Quantum Computing | Global AgInvesting
term code: used extensively, 2016
type: DefinedTerm

Global Food System
description: Complex network of food production, distribution, and consumption worldwide
in defined term set: Glossary
subject of: STRATEGIC LATENCY UNLEASHED: THE ROLE OF TECHNOLOGY IN A REVISIONIST GLOBAL ORDER AND THE IMPLICATIONS FOR SPECIAL OPERATIONS FORCES
term code: used extensively, 2021
type: DefinedTerm

Idiosyncratic AI
description: AI models that account for complexity of financial markets and individual differences rather than one-size-fits-all
in defined term set: Glossary
subject of: Overcoming Statistical Limitations with Idiosyncratic AI
term code: coined, 2019
type: DefinedTerm

Intelligence Paradox
description: Why smarter AI systems struggle with tasks that seem simple to humans, revealing measurement limitations
in defined term set: Glossary
subject of: The Intelligence Paradox: What Generative AI Can and Cannot Tell Us - Consilience AI
subject of: The Intelligence Paradox: Why Smarter AI Needs Different Metrics - Consilience AI
term code: coined, 2024
type: DefinedTerm

Intelligent Enterprise
description: Business ecosystem optimized by AI across all functions from top to bottom, not just core operations
description: Joseph Byrum architects organizations that seamlessly integrate human judgment with AI-powered analytics, transforming traditional enterprises into adaptive, data-driven ecosystems that anticipate market shifts and operationalize innovation at scale.
in defined term set: Glossary
subject of: A Leadership Style Focused on Creating Intelligent Enterprise
subject of: AI: The Path to the Intelligent Enterprise
subject of: Engineering The Intelligent Enterprise
subject of: How the Intelligent Enterprise will Drive Innovation
subject of: Lockdown Lessons for the Intelligent Enterprise
subject of: The Intelligent Enterprise
subject of: Winning as an Intelligent Enterprise - Consilience AI
subject of: Leading the Intelligent Enterprise
subject of: Progress Toward the Intelligent Enterprise
term code: coined, 2018
term code: expert
type: DefinedTerm

Leadership
description: Leadership is the art of motivating, influencing, and guiding individuals or teams toward achieving common, often ambitious, goals. Effective leaders combine vision with empathy, integrity, and strong communication to foster collaboration and maximize team potential, rather than relying solely on authority. Key skills are developed through experience, self-awareness, and learning, and are not solely dependent on innate traits.
term code: expert
type: DefinedTerm

Machine Learning
description: AI approach allowing systems to learn and improve from experience without explicit programming
in defined term set: Glossary
subject of: How Artificial Intelligence Will Take Over The Supermarket Produce Aisles
term code: used extensively, 2018
type: DefinedTerm

Marker-Assisted Selection
description: Breeding technique using genetic markers to identify plants with desired traits
in defined term set: Glossary
subject of: A method for indentifying genetic marker loci associated with trait loci
subject of: High yielding soybean plants with low linolenic acid
subject of: A method for identifying genetic marker loci associated with trait loci
subject of: Yield traits for maize
term code: used extensively, 2006
type: DefinedTerm

Quantum Advantage
description: Point where quantum computers outperform classical computers for specific problems
in defined term set: Glossary
subject of: The Race is on to Find the Quantum Advantage
term code: used extensively, 2021
type: DefinedTerm

Quantum Computing
description: As one of the first executives to address quantum computing theory with practical applications, Joseph Byrum investigates how to quantum advantage into real-world solutions for NP-hard optimization problems that classical computers cannot efficiently solve.
term code: expert
type: DefinedTerm

Real-Time Processing
description: Immediate analysis and response to data as it's generated
in defined term set: Glossary
subject of: Quantum Computing Will Drive Parallel Innovation
term code: used extensively, 2022
type: DefinedTerm

Remote Sensing
description: Technology gathering information about crops and fields from distance using sensors
in defined term set: Glossary
subject of: How Remote Sensing Powers Precision Agriculture
term code: used extensively, 2017
type: DefinedTerm

Smart Automation
description: Technology combining AI, big data, and autonomous systems to exceed human capabilities
in defined term set: Glossary
subject of: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
subject of: Smart Automation Impact on Society: Understanding Smart Technology Part 8
subject of: The Direction of Smart Automation
subject of: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
term code: used extensively, 2018
type: DefinedTerm

Strategic Thinking
description: Long-term planning and decision-making considering multiple factors and outcomes
in defined term set: Glossary
subject of: Algorithmic Surrender: The Leadership Crisis No One Is Measuring
term code: used extensively, 2017
type: DefinedTerm

Technology
description: With 25+ years of Fortune 500 technology leadership and a patent portfolio generating over $1 billion in revenue, Joseph Byrum excels at translating cutting-edge research into commercially viable innovations that solve real-world business challenges.
term code: expert
type: DefinedTerm

Unknown Knowns
description: Issues on the edge of human and machine understanding that remain unresolved in smart technology
in defined term set: Glossary
subject of: Man and Machine Known Knowns: Understanding Smart Technology Part 4
subject of: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
subject of: The Human Mind Known Knowns: Understanding Smart Technology Part 3
subject of: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
subject of: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
term code: used extensively, 2019
type: DefinedTerm

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role name: Doctor of Philosophy, Genetics
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Iowa State University
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alumni of: Michigan State University
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role name: Master of Science, Bachelor of Science, M.S. (Genetics), B.S. (Genetics)
type: OrganizationRole

Michigan State University
type: CollegeOrUniversity

MIT Sloan School of Management
type: CollegeOrUniversity

Stanford University
type: CollegeOrUniversity

The Wharton School
type: CollegeOrUniversity

eduorg-university-of-michigan-alumniof
alumni of: University of Michigan
end date: 2009
role name: Master of Business Administration, Business Administration
type: OrganizationRole

University of Michigan
type: CollegeOrUniversity

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about: Joseph Byrum
alternate name: Joseph Byrum Professional Headshot.
caption: Joseph Byrum Professional Headshot.
copyright holder: Joseph Byrum
copyright notice: All rights reserved.
copyright year: 2026
creator: Big House Enterprise
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Joseph Byrum, Strategic Technology Executive, inventor, and pioneer of the Intelligent Enterprise concept
about: Joseph Byrum
caption: Joseph Byrum, PhD, MBA - Strategic Technology Executive, inventor of 50+ patents, winner of Franz Edelman Prize and ANA Genius Award
copyright holder: Joseph Byrum
copyright notice: All rights reserved.
copyright year: 2026
creator: Big House Enterprise
description: Professional headshot of Dr. Joseph Byrum, a Strategic Technology Executive who pioneered the Intelligent Enterprise concept. PhD in Genetics from Iowa State University, MBA from University of Michigan Ross School of Business. Over $1 billion in revenue generated through 50+ patents.
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Joseph Byrum, Strategic Technology Executive, inventor, and pioneer of the Intelligent Enterprise concept
about: Joseph Byrum
caption: Joseph Byrum, PhD, MBA -Strategic Technology Executive, inventor of 50+ patents, winner of Franz Edelman Prize and ANA Genius Award
caption: Joseph Byrum, PhD, MBA � Strategic Technology Executive, inventor of 50+ patents, winner of Franz Edelman Prize and ANA Genius Award
copyright holder: Joseph Byrum
copyright notice: All rights reserved.
copyright year: 2026
creator: Big House Enterprise
description: Professional headshot of Dr. Joseph Byrum, a Strategic Technology Executive who pioneered the Intelligent Enterprise concept. PhD in Genetics from Iowa State University, MBA from University of Michigan Ross School of Business. Over $1 billion in revenue generated through 50+ patents.
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has occupation: Founder
role name: Founder at Big House Enterprise
start date: 2025-08-01
type: Role

Founder
description: Most organizations assume visibility is a marketing problem. Joseph Byrum, founder of Big House Enterprise LLC, says that assumption is costing companies far more than they realize and the fix is not a campaign. It’s engineering. Byrum created the discipline of AI Authority Engineering through BHE’s proprietary AI Authority Method, a four-layer, 128-requirement engineering specification for establishing machine-readable entity identity across every major AI platform: ChatGPT, Claude, Perplexity, Google AI Overviews, Gemini, and Microsoft Copilot. The methodology doesn’t optimize content. It builds the infrastructure that makes an organization structurally recognizable to AI systems in the first place. 'Your brand is what AI says it is,' Byrum says. 'And right now, most companies have no idea what AI is saying.'
type: Occupation

occupation-consilience-ai-inc-chief-technology-officer-role
has occupation: Chief Technology Officer
role name: Chief Technology Officer at Consilience AI, Inc.
start date: 2022-01-01
type: Role

Chief Technology Officer
description: Transforming AI & Software Development for Scalable Innovation Founded a cutting-edge software development consultancy, solving complex product and business challenges with advanced AI-driven solutions. Leadership & Team Development Built and scaled elite engineering organization of data scientists, ML engineers, and software developers, establishing performance management frameworks driving continuous innovation across AI product lifecycle AI-Driven Product Innovation Architected next-generation investment algorithms fusing behavioral economics with machine learning, delivering production-grade LLM applications (OpenAI, Anthropic, Mistral) with 45% retrieval accuracy improvement via custom RAG systems Pioneered automated financial document analysis eliminating human bias from investment insights, enabling superior risk-adjusted returns for institutional clients through applied linguistic analysis Achieved a 45% boost in retrieval accuracy, designing RAG systems integrating vector databases with proprietary content.
type: Occupation

occupation-monsanto-company-technology-leadership-progressive-ex-052514-role
end date: 2006-01-01
has occupation: Technology Leadership - Progressive Executive Roles
role name: Technology Leadership - Progressive Executive Roles at Monsanto Company
start date: 2004-01-01
type: Role

Technology Leadership - Progressive Executive Roles
description: Technology Commercialization & Market Leadership Deployed multiple technology platforms across Americas increasing market share 60%+ and generating $500M incremental revenue for $500M commercial portfolio through strategic technology integration Led complex R&D commercialization strategy facilitating successful product launches while managing $10M budget and 15-person team across North and South America Coordinated enterprise stakeholder alignment within complex matrix organization, building high-performing technology teams delivering strategic goals and market leadership positioning
type: Occupation

occupation-principal-financial-group-chief-data-scientist-role
end date: 2022-01-01
has occupation: Chief Data Scientist
role name: Chief Data Scientist at Principal Financial Group
start date: 2017-01-01
type: Role

Chief Data Scientist
description: Enterprise AI Transformation for $620B Global Asset Management Scaled AI engineering organization 67% (60→100+ FTEs) while hiring 40 top-tier engineers and maintaining 99% KPI achievement, delivering unified AI platform transforming firmwide operations across multiple asset classes Deployed enterprise NLP infrastructure reducing regulatory processing time 75% and improving accuracy 40%, optimizing asset selection through predictive analytics and cloud-based AWS architecture Delivered measurable portfolio performance improvements through AI-driven investment operations, establishing scalable frameworks for automated decision-making across $620B asset management ecosystem
type: Occupation

occupation-syngenta-global-head-of-innovation-sourcing-and-strat-44b9aa-role
end date: 2012-01-01
has occupation: Global Head of Innovation Sourcing and Strategic Partnerships
role name: Global Head of Innovation Sourcing and Strategic Partnerships at Syngenta
start date: 2010-01-01
type: Role

Global Head of Innovation Sourcing and Strategic Partnerships
description: Digital Transformation & Strategic Partnership Leadership Architected corporate digital innovation ecosystem resulting in 200+ external technology collaborations across global markets with $30M budget, positioning company as industry technology partner of choice Created systematic digital transformation pipeline enabling worldwide network to source, evaluate, and execute technology partnerships through innovative business models and strategic frameworks Launched digital technology portal (Thoughtseeders™) enabling global community engagement, executing hundreds of externally-sourced solutions and transforming research outsourcing through digital innovation approaches
type: Occupation

occupation-syngenta-global-head-of-product-development-soy-role
end date: 2015-01-01
has occupation: Global Head of Product Development – Soy
role name: Global Head of Product Development – Soy at Syngenta
start date: 2012-01-01
type: Role

Global Head of Product Development – Soy
description: Manufacturing Excellence & Global Operations Leadership Enhanced manufacturing performance 68% for $1.5B commercial portfolio directing global R&D operations with $90M budget and 60 direct reports across Americas, Europe, and Asia through breakthrough analytics platforms Delivered $285M confirmed cost optimization winning 2015 Franz Edelman Prize for pioneering scalable data analytics strategies, achieving 99% KPI metrics across complex global manufacturing initiatives Built high-performing leadership pipeline with 99% of team pursuing advanced education, establishing systematic talent development frameworks driving operational excellence across global manufacturing operations
type: Occupation

occupation-syngenta-global-head-product-development-oilseeds-hea-2d045f-role
end date: 2017-01-01
has occupation: Global Head Product Development – Oilseeds & Head of Advanced Analytics
role name: Global Head Product Development – Oilseeds & Head of Advanced Analytics at Syngenta
start date: 2015-01-01
type: Role

Global Head Product Development – Oilseeds & Head of Advanced Analytics
description: Biotech Digital Transformation Leadership Led global team of 200+ professionals across 8 countries while maintaining industry #1 position in $400M market through comprehensive digital transformation and advanced analytics platform deployment Pioneered cross-industry analytics methodologies winning 2016 ANA Genius Award for Marketing Analytics Innovation, establishing industry-standard data-driven approaches now adopted across biotech sector Orchestrated organizational change management aligning 100+ global stakeholders across R&D, production, supply chain, and commercial operations, revitalizing collaboration and restoring customer confidence through systematic digital transformation
type: Occupation

occupation-syngenta-senior-global-portfolio-and-strategy-lead-role
end date: 2010-01-01
has occupation: Senior Global Portfolio and Strategy Lead
role name: Senior Global Portfolio and Strategy Lead at Syngenta
start date: 2006-01-01
type: Role

Senior Global Portfolio and Strategy Lead
description: Strategic Technology Investment & Portfolio Management Led corporate technology strategy for $1.5B investment portfolio managing $15M budget with 40-person team, achieving 99% KPI metrics with strategic technology investments perfectly aligned to operational outcomes Established product strategy and technology roadmap working with senior leadership across sales, operations, and development teams to deliver market-leading competitive solutions globally Delivered 100% KPI achievement across commercial pipeline and R&D operations, building foundation for scalable growth through systematic portfolio management and strategic resource allocation
type: Occupation

Big House Enterprise
type: Organization

org-carnegie-council-for-ethics-in-international-affairs-memberof
description: Cultivates next generation of ethical global leaders in business, academia, government, and nonprofit sectors
member of: Carnegie Council for Ethics in International Affairs
role name: Carnegie New Leaders Program
type: OrganizationRole

Carnegie Council for Ethics in International Affairs
type: Organization

Consilience AI, Inc.
type: Organization

org-cutter-consortium-memberof
description: Joseph Byrum serves as an expert contributor for the Cutter Consortium
member of: Cutter Consortium
role name: Cutter Consortium Expert
type: OrganizationRole

Cutter Consortium
type: Organization

org-michigan-state-university-memberof
description: Honors individuals who have demonstrated commitment to MSU CANR as Alumni Association Board member or notable award recipient
member of: Michigan State University
role name: Farm Lane Society Member
type: OrganizationRole

Michigan State University
type: Organization

org-micromgx-memberof
description: Joseph Byrum serves on MicroMGx's Scientific and Industry Advisory Board
member of: MicroMGx
role name: Industry Advisory Board Member
type: OrganizationRole

MicroMGx
type: Organization

org-the-aspen-institute-memberof
description: Brings promising senior executives together with institutional investors in dialogue about emerging business and societal challenges
member of: The Aspen Institute
role name: Aspen Business & Society Long Term Strategy Group
type: OrganizationRole

The Aspen Institute
type: Organization

Analytics Magazine
type: Periodical

Industrial Biotechnology
type: Periodical

Interfaces
type: Periodical

ISE Magazine
type: Periodical

Journal of Proteome Research
type: Periodical

MIT Sloan Management Review
type: Periodical

OR/MS Today
type: Periodical

person-joseph-byrum-contact-general
contact type: General
type: ContactPoint

Joseph Byrum
additional name: R
alternate name: Dr. Joe Byrum
alternate name: Dr. Joseph Byrum
alternate name: J. Byrum
alternate name: Joe Byrum
alternate name: Joseph Byrum, PhD
alternate name: Joseph R. Byrum
alumni of: eduorg-iowa-state-university-alumniof
alumni of: eduorg-michigan-state-university-alumniof
alumni of: MIT Sloan School of Management
alumni of: Stanford University
alumni of: The Wharton School
alumni of: eduorg-university-of-michigan-alumniof
award: ANA Genius Award in Marketing Analytics Innovation (Association of National Advertisers)
award: DAS Practice Award (Decision Analysis Society)
award: Drexel LeBow Analytics 50 - 2019 (Drexel LeBow's Center for Business Analytics)
award: Drexel LeBow Analytics 50 - 2021 (Drexel LeBow's Center for Business Analytics)
award: Franz Edelman Award for Achievement in Operations Research (INFORMS)
award: MSU CANRAA Outstanding Alumnus Award (Michigan State University)
award: Most Inspiring Leaders to Watch (The CEO Views)
award: Top AI Solutions Provider (The CIO Review)
contact point: person-joseph-byrum-contact-general
description: Joseph Byrum is an accomplished executive leader, innovator, and cross-domain strategist with a proven track record of success across multiple industries. With a diverse background spanning biotech, finance, and data science, he has earned over 50 patents that have collectively generated more than US $1 billion in revenue.
family name: Byrum
gender: Male
given name: Joseph
has credential: Doctor of Philosophy in Genetics
has credential: Executive Education in Decision Quality
has credential: Executive Education in Strategic Alliances: Creating Growth Opportunities
has credential: Executive Education in Tackling the Challenges of Big Data
has credential: Master of Business Administration in Business Administration
has credential: Master of Science, Bachelor of Science in M.S. (Genetics), B.S. (Genetics)
has occupation: occupation-big-house-enterprise-founder-role
has occupation: occupation-consilience-ai-inc-chief-technology-officer-role
has occupation: occupation-monsanto-company-technology-leadership-progressive-ex-052514-role
has occupation: occupation-principal-financial-group-chief-data-scientist-role
has occupation: occupation-syngenta-global-head-of-innovation-sourcing-and-strat-44b9aa-role
has occupation: occupation-syngenta-global-head-of-product-development-soy-role
has occupation: occupation-syngenta-global-head-product-development-oilseeds-hea-2d045f-role
has occupation: occupation-syngenta-senior-global-portfolio-and-strategy-lead-role
honorific prefix: Dr.
honorific suffix: PhD, MBA
job title: Chief Technology Officer
knows about: Agriculture
knows about: Artificial Intelligence
knows about: Complexity Economics
knows about: Finance
knows about: Intelligent Enterprise
knows about: Leadership
knows about: Quantum Computing
knows about: Technology
knows about: Glossary
knows: Bill Schmarzo
knows: Cassie Kozyrkov
knows: David Krakauer
knows: Harry Stine
knows: J. Doyne Farmer
knows: Jack Kloeber
knows: Jeff DeGraff
knows: Jeff Rowe
knows: Lex Fridman
knows: Matthew Scanlan
knows: Melanie Mitchell
knows: Neil Kelleher
knows: Robert Fraley
knows: Simon DeDeo
member of: org-carnegie-council-for-ethics-in-international-affairs-memberof
member of: org-cutter-consortium-memberof
member of: org-michigan-state-university-memberof
member of: org-micromgx-memberof
member of: org-the-aspen-institute-memberof
subject of: 2017 Syngenta Crop Challenge in Analytics Winner Announced - Joseph Byrum
subject of: A Conversation With Joseph Byrum, Ph.D., MBA, PMP - Joseph Byrum
subject of: A Dynamic Career: What Grad Students Should Know - Joseph Byrum
subject of: A Leadership Style Focused on Creating Intelligent Enterprise
subject of: Building an Analytical Talent Ecosystem at Principal - Joseph Byrum
subject of: Ethical Risks Of Scaling Enterprise GenAI (And How To Avoid Them)
subject of: Financial Workflows Where Humans And GenAI Work Better Together
subject of: How Joseph Byrum and Principal Uses Analytics to Build Value and Competitive Edge

Bill Schmarzo
description: Professional peer in big data and analytics
type: Person

Cassie Kozyrkov
description: Professional peer in data science and decision intelligence
type: Person

Danzi Consulting Staff Writers
type: Person

David Krakauer
description: Professional peer in complexity science
type: Person

Forbes Technology Council Expert Panel
type: Person

Harry Stine
description: Both developed systematic approaches to plant genetics
type: Person

J. Doyne Farmer
description: Professional peer in complexity economics and computational finance
type: Person

Jack Kloeber
description: Collaborated on Franz Edelman Award-winning work; Joseph Byrum joined Jack Kloeber's scientific and industry advisory board
type: Person

Jeff DeGraff
description: Joseph Byrum endorsed Jeff DeGraff's books 'The Art of Change' and 'The Innovation Code'
type: Person

Jeff Rowe
description: Worked together at Syngenta
type: Person

Justin Baer
type: Person

Lex Fridman
description: Professional peer in AI and technology
type: Person

Matthew Scanlan
description: Professional colleague
type: Person

Melanie Mitchell
description: Professional peer in artificial intelligence and complexity science
type: Person

Neil Kelleher
description: Joseph Byrum serves on advisory board for Neil Kelleher's company and co-authored peer-reviewed research on proteomics
type: Person

Robert Fraley
description: Professional peer in agricultural biotechnology
type: Person

Simon DeDeo
description: Professional peer in complexity science and computational social science
type: Person

4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
about: Complexity Economics
author: Joseph Byrum
is part of: Analytics Magazine
mentions: 4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
mentions: Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
mentions: The Situation Following a Pandemic: Complexity Economics Series Part 1
subject of: 8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
subject of: Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
subject of: Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
subject of: The Situation Following a Pandemic: Complexity Economics Series Part 1
type: ScholarlyArticle

8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
about: Complexity Economics
author: Joseph Byrum
is part of: Analytics Magazine
mentions: 8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
mentions: 4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
mentions: Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
mentions: The Situation Following a Pandemic: Complexity Economics Series Part 1
subject of: 4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
subject of: Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
subject of: Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
subject of: The Situation Following a Pandemic: Complexity Economics Series Part 1
type: ScholarlyArticle

A Quantum Future for Medical Breakthroughs
author: Joseph Byrum
is part of: Analytics Magazine
mentions: A Quantum Future for Medical Breakthroughs
type: ScholarlyArticle

Advanced Analytics for Agricultural Product Development
about: Franz Edelman Prize
abstract: Application of advanced analytics methodologies to agricultural product development, resulting in the Franz Edelman Prize-winning work at Syngenta.
author: Joseph Byrum
description: Application of advanced analytics methodologies to agricultural product development, resulting in the Franz Edelman Prize-winning work at Syngenta.
is part of: Interfaces
type: ScholarlyArticle

Agriculture Analytics: Solutions Reflect Farmland’s True Value
about: Agriculture
author: Joseph Byrum
is part of: Analytics Magazine
subject of: Agriculture Analytics: Solutions Reflect Farmland's True Value
type: ScholarlyArticle

Agriculture: Fertile Ground for Analytics and Innovation
about: Agriculture
author: Joseph Byrum
is part of: OR/MS Today
mentions: Agriculture: Fertile Ground for Analytics and Innovation
type: ScholarlyArticle

AI Is a Test for Humanity. Will It Pass?
author: Joseph Byrum
is part of: Industrial Biotechnology
mentions: AI Is a Test for Humanity. Will It Pass?
type: ScholarlyArticle

AI is No Laughing Matter
author: Joseph Byrum
is part of: Analytics Magazine
mentions: AI is No Laughing Matter
type: ScholarlyArticle

AI: The Path to the Intelligent Enterprise
about: Intelligent Enterprise
author: Joseph Byrum
is part of: Analytics Magazine
mentions: AI: The Path to the Intelligent Enterprise
mentions: The Intelligent Enterprise
subject of: Lockdown Lessons for the Intelligent Enterprise
subject of: Engineering The Intelligent Enterprise
subject of: How the Intelligent Enterprise will Drive Innovation
type: ScholarlyArticle

Allying a Military Model to Financial Chaos
author: Joseph Byrum
is part of: OR/MS Today
mentions: Allying a Military Model to Financial Chaos
type: ScholarlyArticle

Anxiety over artificial intelligence
about: Artificial Intelligence
author: Joseph Byrum
is part of: Analytics Magazine
mentions: Anxiety over artificial intelligence
subject of: Artificial Intelligence: Machines, Man and Intelligence
subject of: Teaching Artificial Intelligence To Do No Harm
type: ScholarlyArticle

Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
about: Complexity Economics
author: Joseph Byrum
is part of: Analytics Magazine
mentions: Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
mentions: 4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
mentions: 8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
mentions: Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
mentions: The Situation Following a Pandemic: Complexity Economics Series Part 1
subject of: 4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
subject of: 8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
subject of: Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
subject of: The Situation Following a Pandemic: Complexity Economics Series Part 1
type: ScholarlyArticle

Artificial Intelligence: Machines, Man and Intelligence
about: Artificial Intelligence
author: Joseph Byrum
is part of: Analytics Magazine
mentions: Artificial Intelligence: Machines, Man and Intelligence
mentions: Anxiety over artificial intelligence
subject of: Anxiety over artificial intelligence
subject of: Teaching Artificial Intelligence To Do No Harm
type: ScholarlyArticle

Artificial Intelligence: The Values That Should Guide the AI Revolution
about: Artificial Intelligence
author: Joseph Byrum
is part of: Analytics Magazine
mentions: Artificial Intelligence: The Values That Should Guide the AI Revolution
type: ScholarlyArticle

Build a Diverse Team to Solve the AI Riddle
about: Cross-Functional Teams
abstract: The importance of cognitive diversity and cross-functional teams in developing effective AI solutions.
author: Joseph Byrum
date published: 2020-09-30
description: The importance of cognitive diversity and cross-functional teams in developing effective AI solutions.
is part of: MIT Sloan Management Review
type: ScholarlyArticle

Crowdfarming, or How to Boost Agricultural Innovation
about: Crowdfarming
author: Joseph Byrum
is part of: OR/MS Today
mentions: Crowdfarming, or How to Boost Agricultural Innovation
subject of: Who coined the term Crowdfarming?
type: ScholarlyArticle

Engineering The Intelligent Enterprise
about: Intelligent Enterprise
author: Joseph Byrum
is part of: ISE Magazine
mentions: Engineering The Intelligent Enterprise
mentions: The Intelligent Enterprise
mentions: AI: The Path to the Intelligent Enterprise
subject of: AI: The Path to the Intelligent Enterprise
subject of: Lockdown Lessons for the Intelligent Enterprise
subject of: How the Intelligent Enterprise will Drive Innovation
type: ScholarlyArticle

Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
about: Complexity Economics
author: Joseph Byrum
is part of: Analytics Magazine
mentions: Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
mentions: The Situation Following a Pandemic: Complexity Economics Series Part 1
subject of: 4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
subject of: 8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
subject of: Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
subject of: The Situation Following a Pandemic: Complexity Economics Series Part 1
type: ScholarlyArticle

Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
about: Smart Automation
about: Technology
author: Joseph Byrum
is part of: Analytics Magazine
mentions: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
mentions: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
mentions: Smart Automation Impact on Society: Understanding Smart Technology Part 8
mentions: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
mentions: The Human Mind Known Knowns: Understanding Smart Technology Part 3
mentions: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
mentions: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
subject of: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
subject of: Man and Machine Known Knowns: Understanding Smart Technology Part 4
subject of: Smart Automation Impact on Society: Understanding Smart Technology Part 8
subject of: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
subject of: The Human Mind Known Knowns: Understanding Smart Technology Part 3
subject of: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
subject of: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
subject of: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
type: ScholarlyArticle

Europe’s Retreat from Science Threatens World Peace
author: Joseph Byrum
is part of: Industrial Biotechnology
subject of: Europe's Retreat from Science Threatens World Peace
type: ScholarlyArticle

Genetic Gain Performance Metric Accelerates Agricultural Productivity
abstract: Development and implementation of genetic gain performance metrics to accelerate agricultural productivity improvements.
author: Joseph Byrum
description: Development and implementation of genetic gain performance metrics to accelerate agricultural productivity improvements.
is part of: Interfaces
type: ScholarlyArticle

Graduating Students Are An Underutilized Source of Talent
author: Joseph Byrum
is part of: OR/MS Today
mentions: Graduating Students Are An Underutilized Source of Talent
type: ScholarlyArticle

Hardware and Software Known Knowns: Understanding Smart Technology Part 2
about: Technology
author: Joseph Byrum
is part of: Analytics Magazine
mentions: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
mentions: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
subject of: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
subject of: Man and Machine Known Knowns: Understanding Smart Technology Part 4
subject of: Smart Automation Impact on Society: Understanding Smart Technology Part 8
subject of: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
subject of: The Human Mind Known Knowns: Understanding Smart Technology Part 3
subject of: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
subject of: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
subject of: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
type: ScholarlyArticle

How Should the Government Respond to AI?
author: Joseph Byrum
is part of: OR/MS Today
mentions: How Should the Government Respond to AI?
type: ScholarlyArticle

How the Intelligent Enterprise will Drive Innovation
about: Intelligent Enterprise
author: Joseph Byrum
is part of: ISE Magazine
mentions: How the Intelligent Enterprise will Drive Innovation
mentions: The Intelligent Enterprise
mentions: AI: The Path to the Intelligent Enterprise
mentions: Engineering The Intelligent Enterprise
mentions: Lockdown Lessons for the Intelligent Enterprise
subject of: AI: The Path to the Intelligent Enterprise
subject of: Lockdown Lessons for the Intelligent Enterprise
type: ScholarlyArticle

Improving Analytics Capabilities Through Crowdsourcing
about: Crowdsourcing
abstract: Strategies for leveraging crowdsourcing to enhance organizational analytics capabilities and drive innovation.
author: Joseph Byrum
description: Strategies for leveraging crowdsourcing to enhance organizational analytics capabilities and drive innovation.
is part of: MIT Sloan Management Review
mentions: How to Go Digital: Practical Wisdom to Help Drive Your Organization's Digital Transformation
type: ScholarlyArticle

Leading the Intelligent Enterprise
about: Intelligent Enterprise
abstract: Framework for building and leading intelligent enterprises that integrate AI throughout their operations to augment human capabilities.
author: Joseph Byrum
description: Framework for building and leading intelligent enterprises that integrate AI throughout their operations to augment human capabilities.
is part of: MIT Sloan Management Review
mentions: The Intelligent Enterprise
type: ScholarlyArticle

Lockdown Lessons for the Intelligent Enterprise
about: Intelligent Enterprise
author: Joseph Byrum
is part of: Analytics Magazine
mentions: Lockdown Lessons for the Intelligent Enterprise
mentions: The Intelligent Enterprise
mentions: AI: The Path to the Intelligent Enterprise
mentions: Engineering The Intelligent Enterprise
subject of: AI: The Path to the Intelligent Enterprise
subject of: How the Intelligent Enterprise will Drive Innovation
type: ScholarlyArticle

Optimizing Business With Open Innovation
author: Joseph Byrum
is part of: OR/MS Today
mentions: Optimizing Business With Open Innovation
type: ScholarlyArticle

Optimizing Crop Management
author: Joseph Byrum
is part of: OR/MS Today
mentions: Optimizing Crop Management
type: ScholarlyArticle

Overcoming Statistical Limitations with Idiosyncratic AI
about: Idiosyncratic AI
author: Joseph Byrum
is part of: Analytics Magazine
mentions: Overcoming Statistical Limitations with Idiosyncratic AI
type: ScholarlyArticle

Parsing 20 Years of Public Data by AI Maps Trends in Proteomics and Forecasts Technology
about: Artificial Intelligence
about: Technology
abstract: Analysis of 20 years of public proteomics data using artificial intelligence to map trends and forecast future technological developments in the field.
author: Joseph Byrum
date published: 2024-02-02
description: Analysis of 20 years of public proteomics data using artificial intelligence to map trends and forecast future technological developments in the field.
is part of: Journal of Proteome Research
type: ScholarlyArticle

Preparing for an AI Future
author: Joseph Byrum
is part of: OR/MS Today
mentions: Preparing for an AI Future
type: ScholarlyArticle

Probable Cause and Information Privacy
author: Joseph Byrum
is part of: OR/MS Today
mentions: Probable Cause and Information Privacy
type: ScholarlyArticle

Progress Toward the Intelligent Enterprise
about: Intelligent Enterprise
abstract: Assessment of progress and challenges in implementing intelligent enterprise frameworks across organizations.
author: Joseph Byrum
date published: 2021-02-11
description: Assessment of progress and challenges in implementing intelligent enterprise frameworks across organizations.
is part of: MIT Sloan Management Review
mentions: The Intelligent Enterprise
type: ScholarlyArticle

Quantum Optimization: The Future of Operations Research
author: Joseph Byrum
is part of: Analytics Magazine
mentions: Quantum Optimization: The Future of Operations Research
type: ScholarlyArticle

Rethinking the Foundations of Ethical AI
author: Joseph Byrum
is part of: ISE Magazine
mentions: Rethinking the Foundations of Ethical AI
type: ScholarlyArticle

Smart Automation Impact on Society: Understanding Smart Technology Part 8
about: Smart Automation
about: Technology
author: Joseph Byrum
is part of: Analytics Magazine
mentions: Smart Automation Impact on Society: Understanding Smart Technology Part 8
mentions: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
mentions: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
mentions: The Human Mind Known Knowns: Understanding Smart Technology Part 3
mentions: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
mentions: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
subject of: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
subject of: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
subject of: Man and Machine Known Knowns: Understanding Smart Technology Part 4
subject of: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
subject of: The Human Mind Known Knowns: Understanding Smart Technology Part 3
subject of: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
subject of: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
subject of: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
type: ScholarlyArticle

Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
about: Unknown Knowns
about: Technology
author: Joseph Byrum
is part of: Analytics Magazine
mentions: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
mentions: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
mentions: The Human Mind Known Knowns: Understanding Smart Technology Part 3
mentions: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
mentions: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
subject of: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
subject of: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
subject of: Man and Machine Known Knowns: Understanding Smart Technology Part 4
subject of: Smart Automation Impact on Society: Understanding Smart Technology Part 8
subject of: The Human Mind Known Knowns: Understanding Smart Technology Part 3
subject of: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
subject of: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
subject of: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
type: ScholarlyArticle

Taking Advantage of the AI Revolution
author: Joseph Byrum
is part of: ISE Magazine
mentions: Taking Advantage of the AI Revolution
type: ScholarlyArticle

Teaching Artificial Intelligence To Do No Harm
about: Artificial Intelligence
author: Joseph Byrum
is part of: Analytics Magazine
mentions: Teaching Artificial Intelligence To Do No Harm
mentions: Anxiety over artificial intelligence
mentions: Artificial Intelligence: Machines, Man and Intelligence
subject of: Anxiety over artificial intelligence
subject of: Artificial Intelligence: Machines, Man and Intelligence
type: ScholarlyArticle

Tending the AI Garden
author: Joseph Byrum
is part of: OR/MS Today
mentions: Tending the AI Garden
type: ScholarlyArticle

The Direction of Smart Automation
about: Smart Automation
author: Joseph Byrum
is part of: Analytics Magazine
mentions: The Direction of Smart Automation
type: ScholarlyArticle

The Futile Quest for Artificial General Intelligence
author: Joseph Byrum
is part of: Analytics Magazine
mentions: The Futile Quest for Artificial General Intelligence
type: ScholarlyArticle

The Human Mind Known Knowns: Understanding Smart Technology Part 3
about: Unknown Knowns
about: Technology
author: Joseph Byrum
is part of: Analytics Magazine
mentions: The Human Mind Known Knowns: Understanding Smart Technology Part 3
mentions: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
mentions: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
subject of: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
subject of: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
subject of: Man and Machine Known Knowns: Understanding Smart Technology Part 4
subject of: Smart Automation Impact on Society: Understanding Smart Technology Part 8
subject of: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
subject of: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
subject of: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
subject of: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
type: ScholarlyArticle

The Intelligent Enterprise
about: Intelligent Enterprise
author: Joseph Byrum
is part of: OR/MS Today
mentions: A Leadership Style Focused on Creating Intelligent Enterprise
mentions: The Intelligent Enterprise
subject of: How does UTR relate to the Intelligent Enterprise?
subject of: What is the Intelligent Enterprise?
subject of: What alternatives to the Turing Test exist?
subject of: How does digital transformation relate to the Intelligent Enterprise?
subject of: How does this concept apply to the Intelligent Enterprise?
subject of: How does algorithmic bias relate to the Intelligent Enterprise?
subject of: How does this concept relate to the Intelligent Enterprise?
subject of: How does the Intelligent Enterprise differ from digital transformation?
subject of: How does this relate to the Intelligent Enterprise?
subject of: How do cross-functional teams relate to the Intelligent Enterprise?
subject of: What role do innovation ecosystems play in the intelligent enterprise?
subject of: How does leadership development connect to the Intelligent Enterprise?
subject of: AI: The Path to the Intelligent Enterprise
subject of: Engineering The Intelligent Enterprise
subject of: How the Intelligent Enterprise will Drive Innovation
subject of: Lockdown Lessons for the Intelligent Enterprise
subject of: Winning as an Intelligent Enterprise - Consilience AI
subject of: Leading the Intelligent Enterprise
subject of: Progress Toward the Intelligent Enterprise
type: ScholarlyArticle

The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
about: Smart Automation
about: Technology
author: Joseph Byrum
is part of: Analytics Magazine
mentions: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
subject of: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
subject of: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
subject of: Man and Machine Known Knowns: Understanding Smart Technology Part 4
subject of: Smart Automation Impact on Society: Understanding Smart Technology Part 8
subject of: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
subject of: The Human Mind Known Knowns: Understanding Smart Technology Part 3
subject of: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
subject of: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
type: ScholarlyArticle

The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
about: Unknown Knowns
about: Technology
author: Joseph Byrum
is part of: Analytics Magazine
mentions: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
mentions: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
mentions: The Human Mind Known Knowns: Understanding Smart Technology Part 3
mentions: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
subject of: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
subject of: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
subject of: Man and Machine Known Knowns: Understanding Smart Technology Part 4
subject of: Smart Automation Impact on Society: Understanding Smart Technology Part 8
subject of: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
subject of: The Human Mind Known Knowns: Understanding Smart Technology Part 3
subject of: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
subject of: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
type: ScholarlyArticle

The OODA Loop Approach to Innovation: Techniques for Accelerating Innovation Part 3
author: Joseph Byrum
is part of: Analytics Magazine
mentions: The OODA Loop Approach to Innovation: Techniques for Accelerating Innovation Part 3
mentions: Theories of Innovation: Techniques for Accelerating Innovation Part 2
mentions: Why Innovation Is So Hard: Techniques for Accelerating Innovation Series Part 1
subject of: Theories of Innovation: Techniques for Accelerating Innovation Part 2
subject of: Why Innovation Is So Hard: Techniques for Accelerating Innovation Series Part 1
type: ScholarlyArticle

The Race is on to Find the Quantum Advantage
about: Quantum Advantage
author: Joseph Byrum
is part of: Analytics Magazine
mentions: The Race is on to Find the Quantum Advantage
type: ScholarlyArticle

The Situation Following a Pandemic: Complexity Economics Series Part 1
about: Complexity Economics
author: Joseph Byrum
is part of: Analytics Magazine
mentions: The Situation Following a Pandemic: Complexity Economics Series Part 1
subject of: 4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
subject of: 8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
subject of: Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
subject of: Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
type: ScholarlyArticle

Theories of Innovation: Techniques for Accelerating Innovation Part 2
author: Joseph Byrum
is part of: Analytics Magazine
mentions: Theories of Innovation: Techniques for Accelerating Innovation Part 2
mentions: Why Innovation Is So Hard: Techniques for Accelerating Innovation Series Part 1
subject of: The OODA Loop Approach to Innovation: Techniques for Accelerating Innovation Part 3
subject of: Why Innovation Is So Hard: Techniques for Accelerating Innovation Series Part 1
type: ScholarlyArticle

We Need to Speak Up for AI, While We Still Can
author: Joseph Byrum
is part of: Industrial Biotechnology
mentions: We Need to Speak Up for AI, While We Still Can
type: ScholarlyArticle

What Can Fungus Teach Us About Making Money?
author: Joseph Byrum
is part of: Analytics Magazine
mentions: What Can Fungus Teach Us About Making Money?
type: ScholarlyArticle

When Good A.I. Goes Bad
author: Joseph Byrum
is part of: OR/MS Today
mentions: When Good A.I. Goes Bad
type: ScholarlyArticle

Why Innovation Is So Hard: Techniques for Accelerating Innovation Series Part 1
author: Joseph Byrum
is part of: Analytics Magazine
mentions: Why Innovation Is So Hard: Techniques for Accelerating Innovation Series Part 1
subject of: The OODA Loop Approach to Innovation: Techniques for Accelerating Innovation Part 3
subject of: Theories of Innovation: Techniques for Accelerating Innovation Part 2
type: ScholarlyArticle

Worry About Your Average Day, Not Smart AI
author: Joseph Byrum
is part of: Industrial Biotechnology
mentions: Worry About Your Average Day, Not Smart AI
type: ScholarlyArticle

Glossary
author: Joseph Byrum
has defined term: Agrobots
has defined term: AI Spring
has defined term: Biotechnology
has defined term: Capstone Projects
has defined term: Causal Reasoning
has defined term: Climate Resilience
has defined term: Competitive Advantage
has defined term: Creative Destruction
has defined term: Cross-Functional Teams
has defined term: Crowdfarming
has defined term: Crowdsourcing
has defined term: Data as Agriculture's New Currency
has defined term: Digital Darwinism
has defined term: Digital Transformation
has defined term: Disease Resistance
has defined term: Exponential Scaling
has defined term: Food Security
has defined term: Franz Edelman Prize
has defined term: Genetic Markers
has defined term: Germplasm
has defined term: Global Food System
has defined term: Idiosyncratic AI
has defined term: Intelligence Paradox
has defined term: Intelligent Enterprise
has defined term: Machine Learning
has defined term: Marker-Assisted Selection
has defined term: Quantum Advantage
has defined term: Real-Time Processing
has defined term: Remote Sensing
has defined term: Smart Automation
has defined term: Strategic Thinking
has defined term: Unknown Knowns
type: DefinedTermSet

Joseph Byrum's Website
description: Unlearn. Reinvent. Transform. Joseph Byrum delivers transformational results through knowledge-based solutions that transcend domain boundaries. With a Ph.D. in Genetics and an MBA from Michigan's Ross School of Business, he combines scientific rigor with business acumen to solve complex challenges in artificial intelligence, data science, biotech, and finance. As a CTO and active partner in investment vehicles and early-stage startups, Byrum continues to pioneer cross-domain innovation. His achievements have been recognized with the INFORMS Edelman Prize, ANA Genius Award, and Drexel LeBow Analytics 50. Byrum's Intelligent Enterprise approach integrates AI throughout organizations to augment human capabilities rather than replace them. Using the Adaptive Response Framework—observe, orient, decide, act—he helps organizations navigate complexity with agility. A recognized thought leader with contributions to Forbes, Fortune, Fast Company, MIT Sloan Review, and TechCrunch, Byrum demonstrates how cross-disciplinary thinking accelerates problem-solving when human creativity works in harmony with AI-powered analytics.
language: en
publisher: Joseph Byrum
type: WebSite

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collection-list-item-100
item: Engineering The Intelligent Enterprise
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collection-list-item-101
item: How the Intelligent Enterprise will Drive Innovation
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collection-list-item-102
item: Rethinking the Foundations of Ethical AI
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collection-list-item-103
item: NODE - Delivering financial ethics in the age of AI
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collection-list-item-104
item: Europe's Retreat from Science Threatens World Peace
position: 104
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collection-list-item-105
item: We Need to Speak Up for AI, While We Still Can
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collection-list-item-106
item: Worry About Your Average Day, Not Smart AI
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collection-list-item-107
item: AI Is a Test for Humanity. Will It Pass?
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collection-list-item-108
item: The AI Transformation of Finance
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type: ListItem

collection-list-item-109
item: Quantum Computing In Finance – Where We Stand And Where We Could Go
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collection-list-item-10
item: From Cells to Silicon: Rethinking AI Through Biology's New Lens - Consilience AI
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collection-list-item-110
item: What Will The Smart Money Future Look Like?
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collection-list-item-111
item: Get Rich Quick By Going On A Nature Hike
position: 111
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collection-list-item-112
item: How CEOs Should Think About Rebuilding America - Ethical Systems
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collection-list-item-113
item: Accelerating the Quest for Alpha with AI
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collection-list-item-114
item: Taking Advantage of the AI Revolution
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collection-list-item-115
item: Michigan Farm News
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collection-list-item-116
item: Contributed Content: The Quantum Approach to Innovation | Global AgInvesting
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collection-list-item-117
item: Contributed Content: The Quest For The Ultimate Seed Begins With Quantum Computing | Global AgInvesting
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collection-list-item-118
item: Contributed Content: A Deeper Dive into Farm Investment | Global AgInvesting
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collection-list-item-119
item: Contributed Content: Why Real Assets Like Farmland are the Future | Global AgInvesting
position: 119
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collection-list-item-11
item: The Intelligence Paradox: What Generative AI Can and Cannot Tell Us - Consilience AI
position: 11
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collection-list-item-120
item: Pathways to Precision: Managing Risk With Germplasm
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collection-list-item-121
item: Rethinking What Makes Germplasm 'Elite'
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collection-list-item-122
item: Nitrogen: The Key to Reducing Greenhouse Gas Emissions
position: 122
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collection-list-item-123
item: Precision Ag’s Role in Getting Nitrogen Right For a Better Environment
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collection-list-item-124
item: Rethinking Soybean Planting Rate: Part 3
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collection-list-item-125
item: Rethinking Soybean Planting Rate: Part 2
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collection-list-item-126
item: Rethinking Soybean Planting Rate: Part 1
position: 126
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collection-list-item-127
item: The Digital Foodscape and the Farm | SupermarketGuru
position: 127
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collection-list-item-128
item: The Advent of Artificial Intelligence in Agriculture - Tekedia
position: 128
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collection-list-item-129
item: The Modern Technological Wonder That Is Chicken Soup
position: 129
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collection-list-item-12
item: AI's Global Impact: The 2024 Numbers Tell the Real Story - Consilience AI
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collection-list-item-130
item: Feeding the World with Math
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collection-list-item-131
item: The Shocking Amount of Science and Tech That Goes Into a Can of Tomato Soup
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collection-list-item-132
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collection-list-item-133
item: How Artificial Intelligence Will Take Over The Supermarket Produce Aisles
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collection-list-item-134
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collection-list-item-135
item: Ideas Ex Machina
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collection-list-item-136
item: 4 Technologies That Will Usher In Next Generation Farming
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collection-list-item-137
item: Quantum Computing in Finance 2025: Industry Analysis & Investment Guide - Joseph Byrum
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collection-list-item-138
item: Quantum Computing in Agriculture… Analyzing the Next Frontier of Innovation
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collection-list-item-139
item: The Quantum-AI Revolution: How Quantum Computing & Language Models Will Reshape the Enterprise
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item: The Social Dimensions of Machine Intelligence: Lessons from Natural Systems - Consilience AI
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collection-list-item-140
item: Quantum Computing Will Drive Parallel Innovation
position: 140
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collection-list-item-141
item: What the Quantum Bit Makes Possible
position: 141
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collection-list-item-142
item: Algorithmic Surrender: The Leadership Crisis No One Is Measuring
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collection-list-item-143
item: Ethical Risks Of Scaling Enterprise GenAI (And How To Avoid Them)
position: 143
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collection-list-item-144
item: The Algorithmic Authority Gap: Why Most Executives Don't Exist Where Decisions Happen
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collection-list-item-145
item: Financial Workflows Where Humans And GenAI Work Better Together
position: 145
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collection-list-item-146
item: How Beer Revolutionized Math — and Just Might Save Humanity
position: 146
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collection-list-item-147
item: Guest article: Quantum computing in agriculture… analyzing the next frontier of innovation
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collection-list-item-148
item: The Algorithmic Authority Gap: Why Most Executives Don't Exist Where Decisions Happen
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collection-list-item-149
item: Optimizing Crop Management
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item: Digital Darwinism: Adapting Society for an Age of Accelerating Change - Consilience AI
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collection-list-item-150
item: Feeding the World with Math
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collection-list-item-151
item: Cognitive Sovereignty in the Age of AI: Why Organizations Need Odyssean Thinking - Joseph Byrum
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collection-list-item-152
item: The Synthesis Secret: How Elite Leaders Really Develop - Joseph Byrum
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collection-list-item-153
item: VUCA Response Simulator
position: 153
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collection-list-item-154
item: The Cognitive Sovereignty Imperative: Why Business Leaders Must Preserve Human Judgment While Harnessing AI
position: 154
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collection-list-item-155
item: The Monastery, the Mind, and the Machine: What Medieval Scribes Teach Us About AI's Impact on Human Intelligence - Joseph Byrum
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collection-list-item-156
item: Churchill's Democratic Resistance to Technocratic Rule: A Framework for Technology and Governance - Joseph Byrum
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collection-list-item-157
item: How One POW’s Survival Strategy Could Revolutionize AGI Development
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collection-list-item-158
item: article-a-leadership-style-focused-on-creating-intelligent-en-334893
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collection-list-item-159
item: The Counter-Adoption Strategy: When Competitive Advantage Comes from AI Resistance - Joseph Byrum
position: 159
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collection-list-item-15
item: The Intelligence Puzzle: Why Children Surpass Supercomputers - Consilience AI
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collection-list-item-160
item: The Hidden Tax on Your Future: Why America's Debt Crisis Matters to You - Joseph Byrum
position: 160
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collection-list-item-161
item: How your AI undermines your innovation investments in subtle ways - Joseph Byrum
position: 161
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collection-list-item-162
item: Why Your AI Strategy Is Making Your Company Less Innovative
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collection-list-item-163
item: The Hidden DNA of Markets: How Genetics and Finance Are Secretly Twins—And Why Quantum Computing Will Transform Both - Joseph Byrum
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collection-list-item-164
item: Quantum Computing in Finance 2025: Industry Analysis & Investment Guide - Joseph Byrum
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collection-list-item-165
item: Quantum Computing in Agriculture… Analyzing the Next Frontier of Innovation
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collection-list-item-166
item: The Quantum-AI Revolution: How Quantum Computing & Language Models Will Reshape the Enterprise
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collection-list-item-167
item: Redefining Business Strategy in the Age of AI - Joseph Byrum
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collection-list-item-168
item: Joseph Byrum Endorses ‘The Art of Change: Transforming Paradoxes into Breakthroughs' Book by Jeff DeGraff - Joseph Byrum
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collection-list-item-169
item: The AI Expertise Revolution - Joseph Byrum
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collection-list-item-16
item: From Plows to Processors: Creative Destruction Across the Ages - Consilience AI
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collection-list-item-170
item: The Information Paradox: Finding Meaning in the Age of Digital Abundance - Joseph Byrum
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collection-list-item-171
item: The Platform Revolution: Reimagining Corporate Structure in the Digital Age - Joseph Byrum
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collection-list-item-172
item: What's Old is New Again: Understanding AI as the Latest Technological Revolution - Joseph Byrum
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collection-list-item-173
item: Beyond the Black Box: Rethinking How We Measure Machine Intelligence - Joseph Byrum
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collection-list-item-174
item: Cycles of Innovation: AI Through the Lens of Historical Tech Revolutions - Consilience AI
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collection-list-item-175
item: The Intelligence Paradox: Why Smarter AI Needs Different Metrics - Consilience AI
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collection-list-item-176
item: The AI Investment Paradox: When Will a Trillion Dollars Pay Off? - Consilience AI
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collection-list-item-177
item: The Intelligence Equation: Why Business Logic is Getting a Mathematical Upgrade - Consilience AI
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collection-list-item-178
item: From Cells to Silicon: Rethinking AI Through Biology's New Lens - Joseph Byrum
position: 178
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collection-list-item-179
item: What is a data processing analyst and how to become one - Joseph Byrum
position: 179
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collection-list-item-17
item: The Learning Gap: Why Human and Artificial Intelligence Develop Differently - Consilience AI
position: 17
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collection-list-item-180
item: The Intelligence Paradox: What Generative AI Can and Cannot Tell Us - Consilience AI
position: 180
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collection-list-item-181
item: AI's Global Impact: The 2024 Numbers Tell the Real Story - Consilience AI
position: 181
type: ListItem

collection-list-item-182
item: The Social Dimensions of Machine Intelligence: Lessons from Natural Systems - Consilience AI
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collection-list-item-183
item: Digital Darwinism: Adapting Society for an Age of Accelerating Change - Consilience AI
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collection-list-item-184
item: The Intelligence Puzzle: Why Children Surpass Supercomputers - Consilience AI
position: 184
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collection-list-item-185
item: From Plows to Processors: Creative Destruction Across the Ages - Consilience AI
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collection-list-item-186
item: Why a deep understanding of philosophy might be the key to unlocking AI's future - Joseph Byrum
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collection-list-item-187
item: The Learning Gap: Why Human and Artificial Intelligence Develop Differently - Consilience AI
position: 187
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collection-list-item-188
item: Redefining AI for a Better Tomorrow
position: 188
type: ListItem

collection-list-item-189
item: The Rise of Small Language Models: Efficiency Meets Specialization - Consilience AI
position: 189
type: ListItem

collection-list-item-18
item: The Rise of Small Language Models: Efficiency Meets Specialization - Consilience AI
position: 18
type: ListItem

collection-list-item-190
item: The Perils of Complacency: Lessons from the Fallen Tech Titans - Consilience AI
position: 190
type: ListItem

collection-list-item-191
item: Organizational Understanding of AI: Bridging the Gap for Effective Implementation - Consilience AI
position: 191
type: ListItem

collection-list-item-192
item: Equipping The Intelligent Investor: Embracing Market Complexity With AI - Consilience AI
position: 192
type: ListItem

collection-list-item-193
item: The Intelligent Investor: Harnessing AI for Repeatable Yet Adaptive Investment Processes - Consilience AI
position: 193
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collection-list-item-194
item: Incorporating AI into a Public Equity Manager’s Investment Process – Joseph Byrum
position: 194
type: ListItem

collection-list-item-195
item: Democratizing Wall Street: How AI Assistants Liberate Investors from Analyst Bias
position: 195
type: ListItem

collection-list-item-196
item: The Future of Causal Reasoning in Investment Management
position: 196
type: ListItem

collection-list-item-197
item: The AI Spring: How Specialized Models are Transforming Business and Society
position: 197
type: ListItem

collection-list-item-198
item: The Quiet Revolution: How Small Language Models are Redefining Enterprise AI
position: 198
type: ListItem

collection-list-item-199
item: From Poetry to AI and Beyond: Building Blocks for a Brighter Future - Joseph Byrum
position: 199
type: ListItem

collection-list-item-19
item: The Perils of Complacency: Lessons from the Fallen Tech Titans - Consilience AI
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type: ListItem

collection-list-item-1
item: Redefining Business Strategy in the Age of AI - Joseph Byrum
position: 1
type: ListItem

collection-list-item-200
item: Joseph Byrum and Team Launch Financial AI Platform - Joseph Byrum
position: 200
type: ListItem

collection-list-item-201
item: Piercing the Veil: How Linguistic AI Analysis is Decoding Ambiguity in Corporate Disclosures
position: 201
type: ListItem

collection-list-item-202
item: Decoding the Language of Ambiguity and Trust: AI’s Catalytic Role in Corporate Communication Analysis - Consilience AI
position: 202
type: ListItem

collection-list-item-203
item: Winning as an Intelligent Enterprise - Consilience AI
position: 203
type: ListItem

collection-list-item-204
item: The Synergy of AI in Shaping the Future of Business and Finance - Consilience AI
position: 204
type: ListItem

collection-list-item-205
item: Parsing 20 Years of Public Data by AI Maps Trends in Proteomics and Forecasts Technology - Joseph Byrum
position: 205
type: ListItem

collection-list-item-206
item: How Has Tech Driven Farmers Forward? - Joseph Byrum
position: 206
type: ListItem

collection-list-item-207
item: The Future of Ag Tech Isn't Fiction — It's Happening Now - Joseph Byrum
position: 207
type: ListItem

collection-list-item-208
item: AI and ETFs: The Machines Are Coming (But Not Always Winning) - Joseph Byrum
position: 208
type: ListItem

collection-list-item-209
item: The OODA Loop Approach to Innovation: Techniques for Accelerating Innovation Part 3
position: 209
type: ListItem

collection-list-item-20
item: Organizational Understanding of AI: Bridging the Gap for Effective Implementation - Consilience AI
position: 20
type: ListItem

collection-list-item-210
item: Theories of Innovation: Techniques for Accelerating Innovation Part 2
position: 210
type: ListItem

collection-list-item-211
item: Quantum Computing Will Drive Parallel Innovation
position: 211
type: ListItem

collection-list-item-212
item: The Past, Present, and Future of the Payment System as Trusted Broker and the Implications for Banking - Joseph Byrum
position: 212
type: ListItem

collection-list-item-213
item: AI in Financial Portfolio Management: Practical Considerations and Use Cases - Joseph Byrum
position: 213
type: ListItem

collection-list-item-214
item: Why Innovation Is So Hard: Techniques for Accelerating Innovation Series Part 1
position: 214
type: ListItem

collection-list-item-215
item: A Quantum Future for Medical Breakthroughs
position: 215
type: ListItem

collection-list-item-216
item: What the Quantum Bit Makes Possible
position: 216
type: ListItem

collection-list-item-217
item: A Dynamic Career: What Grad Students Should Know - Joseph Byrum
position: 217
type: ListItem

collection-list-item-218
item: The Race is on to Find the Quantum Advantage
position: 218
type: ListItem

collection-list-item-219
item: What Makes Quantum Computing So Different? - Joseph Byrum
position: 219
type: ListItem

collection-list-item-21
item: Equipping The Intelligent Investor: Embracing Market Complexity With AI - Consilience AI
position: 21
type: ListItem

collection-list-item-220
item: How Business Leaders Can Adapt to the Quantum Era - Joseph Byrum
position: 220
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collection-list-item-221
item: Contributed Content: The Quantum Approach to Innovation | Global AgInvesting
position: 221
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collection-list-item-222
item: Managing the Quantum Computing Era - Joseph Byrum
position: 222
type: ListItem

collection-list-item-223
item: Joseph Byrum Two-Time Drexel LeBow Analytics 50 Recipient - Joseph Byrum
position: 223
type: ListItem

collection-list-item-224
item: MicroMGx Welcomes Dr. Joseph Byrum to the Team - Joseph Byrum
position: 224
type: ListItem

collection-list-item-225
item: Quantum Computing's Answer to the Global Food Security Problem - Joseph Byrum
position: 225
type: ListItem

collection-list-item-226
item: Contributed Content: The Quest For The Ultimate Seed Begins With Quantum Computing | Global AgInvesting
position: 226
type: ListItem

collection-list-item-227
item: Quantum Optimization: The Future of Operations Research
position: 227
type: ListItem

collection-list-item-228
item: The AI Transformation of Finance
position: 228
type: ListItem

collection-list-item-229
item: Quantum Computing In Finance – Where We Stand And Where We Could Go
position: 229
type: ListItem

collection-list-item-22
item: The Intelligent Investor: Harnessing AI for Repeatable Yet Adaptive Investment Processes - Consilience AI
position: 22
type: ListItem

collection-list-item-230
item: How the Intelligent Enterprise will Drive Innovation
position: 230
type: ListItem

collection-list-item-231
item: Contributed Content: A Deeper Dive into Farm Investment | Global AgInvesting
position: 231
type: ListItem

collection-list-item-232
item: Artificial Intelligence’s Food Security Impact – Joseph Byrum
position: 232
type: ListItem

collection-list-item-233
item: Complexity, AI & the future of food: Biometrics & the future of food safety
position: 233
type: ListItem

collection-list-item-234
item: Grow crops like a fighter pilot
position: 234
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collection-list-item-235
item: Complexity, AI & the future of food: Toward the age of agrobots
position: 235
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collection-list-item-236
item: Boosting Agriculture’s Climate Resilience – Joseph Byrum
position: 236
type: ListItem

collection-list-item-237
item: Complexity, AI & the future of food: Thinking beyond human capabilities
position: 237
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collection-list-item-238
item: Artificial Intelligence’s Potential for Addressing Global Food Security – Joseph Byrum
position: 238
type: ListItem

collection-list-item-239
item: Lockdown Lessons for the Intelligent Enterprise
position: 239
type: ListItem

collection-list-item-23
item: Incorporating AI into a Public Equity Manager’s Investment Process - Consilience AI
position: 23
type: ListItem

collection-list-item-240
item: Contributed Content: Why Real Assets Like Farmland are the Future | Global AgInvesting
position: 240
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collection-list-item-241
item: Progress Toward the Intelligent Enterprise – Joseph Byrum
position: 241
type: ListItem

collection-list-item-242
item: Covid-19 is a wake-up call to strengthen our food supply chain amid shifting geopolitics
position: 242
type: ListItem

collection-list-item-243
item: Applying Complexity Economics Lessons To Recovery: Complexity Economics Series Part 5
position: 243
type: ListItem

collection-list-item-244
item: Contemporary Global Food Systems as Contested Space - Joseph Byrum
position: 244
type: ListItem

collection-list-item-245
item: 8 More Concepts of Complexity Economics: Complexity Economics Series Part 4
position: 245
type: ListItem

collection-list-item-246
item: What Will The Smart Money Future Look Like?
position: 246
type: ListItem

collection-list-item-247
item: 4 Primary Concepts of Complexity Economics: Complexity Economics Series Part 3
position: 247
type: ListItem

collection-list-item-248
item: Get Rich Quick By Going On A Nature Hike
position: 248
type: ListItem

collection-list-item-249
item: What Can Fungus Teach Us About Making Money?
position: 249
type: ListItem

collection-list-item-24
item: Democratizing Wall Street: How AI Assistants Liberate Investors from Analyst Bias
position: 24
type: ListItem

collection-list-item-250
item: NODE - Delivering financial ethics in the age of AI
position: 250
type: ListItem

collection-list-item-251
item: Europe's Retreat from Science Threatens World Peace
position: 251
type: ListItem

collection-list-item-252
item: Teaching Artificial Intelligence To Do No Harm
position: 252
type: ListItem

collection-list-item-253
item: Rethinking the Foundations of Ethical AI
position: 253
type: ListItem

collection-list-item-254
item: Equilibrium vs. Nonequilibrium Views of Recovery: Complexity Economics Series Part 2
position: 254
type: ListItem

collection-list-item-255
item: Graduating Students Are An Underutilized Source of Talent
position: 255
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collection-list-item-256
item: Leading the Intelligent Enterprise – Joseph Byrum
position: 256
type: ListItem

collection-list-item-257
item: How CEOs Should Think About Rebuilding America - Ethical Systems
position: 257
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collection-list-item-258
item: The Intelligent Enterprise
position: 258
type: ListItem

collection-list-item-259
item: We Need to Speak Up for AI, While We Still Can
position: 259
type: ListItem

collection-list-item-25
item: The Future of Causal Reasoning in Investment Management
position: 25
type: ListItem

collection-list-item-260
item: The Situation Following a Pandemic: Complexity Economics Series Part 1
position: 260
type: ListItem

collection-list-item-261
item: Accelerating the Quest for Alpha with AI
position: 261
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collection-list-item-262
item: Build a Diverse Team to Solve the AI Riddle - Joseph Byrum
position: 262
type: ListItem

collection-list-item-263
item: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
position: 263
type: ListItem

collection-list-item-264
item: Artificial intelligence: help or hype? - Joseph Byrum
position: 264
type: ListItem

collection-list-item-265
item: Smart Automation Impact on Society: Understanding Smart Technology Part 8
position: 265
type: ListItem

collection-list-item-266
item: Tending the AI Garden
position: 266
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collection-list-item-267
item: Worry About Your Average Day, Not Smart AI
position: 267
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collection-list-item-268
item: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
position: 268
type: ListItem

collection-list-item-269
item: AI Is a Test for Humanity. Will It Pass?
position: 269
type: ListItem

collection-list-item-26
item: The AI Spring: How Specialized Models are Transforming Business and Society
position: 26
type: ListItem

collection-list-item-270
item: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
position: 270
type: ListItem

collection-list-item-271
item: Gain Cognitive Diversity Through Capstone Projects | InformationWeek
position: 271
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collection-list-item-272
item: The Human Mind Unknown Knowns: Understanding Smart Technology Part 5
position: 272
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collection-list-item-273
item: Joseph Byrum is Driving Financial Innovation - Joseph Byrum
position: 273
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collection-list-item-274
item: Analytics and AI-driven enterprises thrive in the Age of With - Joseph Byrum
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collection-list-item-275
item: Identifying the Best Performing Stocks Based on Their Semi-Annual Returns - Joseph Byrum
position: 275
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collection-list-item-276
item: Man and Machine Known Knowns: Understanding Smart Technology Part 4
position: 276
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collection-list-item-277
item: Why specialized artificial intelligence is better, yet largely ignored
position: 277
type: ListItem

collection-list-item-278
item: Optimizing Business With Open Innovation
position: 278
type: ListItem

collection-list-item-279
item: Talent Meets Opportunity - Joseph Byrum
position: 279
type: ListItem

collection-list-item-27
item: The Quiet Revolution: How Small Language Models are Redefining Enterprise AI
position: 27
type: ListItem

collection-list-item-280
item: Overcoming Statistical Limitations with Idiosyncratic AI
position: 280
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collection-list-item-281
item: The Human Mind Known Knowns: Understanding Smart Technology Part 3
position: 281
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collection-list-item-282
item: Cyber Law Expert Anticipates Regulatory Response to AI, Big Data - Joseph Byrum
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collection-list-item-283
item: Commentary: The Asset Management Industry Should Take the Lead on A.I. Standards | Fortune
position: 283
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collection-list-item-284
item: Building an Analytical Talent Ecosystem at Principal - Joseph Byrum
position: 284
type: ListItem

collection-list-item-285
item: Hardware and Software Known Knowns: Understanding Smart Technology Part 2
position: 285
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collection-list-item-286
item: AI is No Laughing Matter
position: 286
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collection-list-item-287
item: The Futile Quest for Artificial General Intelligence
position: 287
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collection-list-item-288
item: Allying a Military Model to Financial Chaos
position: 288
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collection-list-item-289
item: The Bank CEO of 2020: Disposable or Valuable in an AI Era? | InformationWeek
position: 289
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collection-list-item-28
item: Piercing the Veil: How Linguistic AI Analysis is Decoding Ambiguity in Corporate Disclosures
position: 28
type: ListItem

collection-list-item-290
item: Engineering The Intelligent Enterprise
position: 290
type: ListItem

collection-list-item-291
item: The Known Knowns of Smart Automation: Understanding Smart Technology Part 1
position: 291
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collection-list-item-292
item: Predictions for Business & Society in 2019 - Joseph Byrum
position: 292
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collection-list-item-293
item: How The Principal Uses Analytics to Build Value and Competitive Edge - Joseph Byrum
position: 293
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collection-list-item-294
item: Preparing for an AI Future
position: 294
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collection-list-item-295
item: How Should the Government Respond to AI?
position: 295
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collection-list-item-296
item: Ideas Ex Machina
position: 296
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collection-list-item-297
item: Artificial Intelligence: The Values That Should Guide the AI Revolution
position: 297
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collection-list-item-298
item: Probable Cause and Information Privacy
position: 298
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collection-list-item-299
item: How Beer Revolutionized Math — and Just Might Save Humanity
position: 299
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collection-list-item-29
item: Decoding the Language of Ambiguity and Trust: AI’s Catalytic Role in Corporate Communication Analysis - Consilience AI
position: 29
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collection-list-item-2
item: The AI Expertise Revolution - Joseph Byrum
position: 2
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collection-list-item-300
item: AI: The Path to the Intelligent Enterprise
position: 300
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collection-list-item-301
item: Taking Advantage of the AI Revolution
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collection-list-item-302
item: Forget Self-Driving Tractors; Agriculture's AI Should be Modeled on Iron Man - Joseph Byrum
position: 302
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collection-list-item-303
item: The Direction of Smart Automation
position: 303
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collection-list-item-304
item: How Artificial Intelligence Will Take Over The Supermarket Produce Aisles
position: 304
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collection-list-item-305
item: Artificial Intelligence: Machines, Man and Intelligence
position: 305
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collection-list-item-306
item: When Good A.I. Goes Bad
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collection-list-item-307
item: Ethics, O.R. & analytics - Joseph Byrum
position: 307
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collection-list-item-308
item: Anxiety over artificial intelligence
position: 308
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collection-list-item-309
item: Hot topics: AI & ML - Joseph Byrum
position: 309
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collection-list-item-30
item: Winning as an Intelligent Enterprise - Consilience AI
position: 30
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collection-list-item-310
item: Find Your Competitive Advantage - Joseph Byrum
position: 310
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collection-list-item-311
item: Genetic Gain Performance Metric Accelerates Agricultural Productivity - Joseph Byrum
position: 311
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collection-list-item-312
item: 2017 Syngenta Crop Challenge in Analytics Winner Announced - Joseph Byrum
position: 312
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collection-list-item-313
item: Putting a Price on Farm Data
position: 313
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collection-list-item-314
item: Michigan Farm News
position: 314
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collection-list-item-315
item: Joseph Byrum Endorses ‘The Innovation Code: The Creative Power of Constructive Conflict' Book by Jeff DeGraff - Joseph Byrum
position: 315
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collection-list-item-316
item: Agriculture Analytics: Solutions Reflect Farmland's True Value
position: 316
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collection-list-item-317
item: A Conversation With Joseph Byrum, Ph.D., MBA, PMP - Joseph Byrum
position: 317
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collection-list-item-318
item: Open Innovation Success Story: Idea Connection and Joseph Byrum - Joseph Byrum
position: 318
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collection-list-item-319
item: Advancing to the Next Level – Joseph Byrum
position: 319
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collection-list-item-31
item: The Synergy of AI in Shaping the Future of Business and Finance - Consilience AI
position: 31
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collection-list-item-320
item: The Farmer’s Perspective – Joseph Byrum
position: 320
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collection-list-item-321
item: Big Data Is Transforming How Scientists Create Better Seeds - Joseph Byrum
position: 321
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collection-list-item-322
item: Delay Planting 11 Days = 21,000 More Seeds (Science Data) – Joseph Byrum
position: 322
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collection-list-item-323
item: 400 Trials Reveal: Plant Before May 12 & Save 19K Seeds – Joseph Byrum
position: 323
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collection-list-item-324
item: Data As Agriculture's New Currency
position: 324
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collection-list-item-325
item: Slash Soybean Seeds 75% & Keep Same Yield (Science Proof) – Joseph Byrum
position: 325
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collection-list-item-326
item: Meet an Alumni: Joseph Byrum - Joseph Byrum
position: 326
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collection-list-item-327
item: Agriculture's need for analytics and IoT - Joseph Byrum
position: 327
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collection-list-item-328
item: The Digital Foodscape and the Farm | SupermarketGuru
position: 328
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collection-list-item-329
item: How Remote Sensing Powers Precision Agriculture
position: 329
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collection-list-item-32
item: The OODA Loop Approach to Innovation: Techniques for Accelerating Innovation Part 3
position: 32
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collection-list-item-330
item: Syngenta's ground breaking genetics by environmental interaction technology - Joseph Byrum
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collection-list-item-331
item: Syngenta Announces 2017 Crop Challenge in Analytics Finalists - Joseph Byrum
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collection-list-item-332
item: Student Team Competition Provides Real-World Experience for O.R. and Analytics Students - Joseph Byrum
position: 332
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collection-list-item-333
item: The Advent of Artificial Intelligence in Agriculture - Tekedia
position: 333
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collection-list-item-334
item: The challenges for artificial intelligence in agriculture
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collection-list-item-335
item: The Modern Technological Wonder That Is Chicken Soup
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collection-list-item-336
item: Syngenta Offers Artificial Intelligence Competition - Joseph Byrum
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collection-list-item-337
item: Syngenta AI Challenge Looks to Address World Hunger - Joseph Byrum
position: 337
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collection-list-item-338
item: 3 Pieces of Advice for Agribusinesses Wanting to Keep Up with Innovation
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collection-list-item-339
item: The tech that will feed the world | TechCrunch
position: 339
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collection-list-item-33
item: Theories of Innovation: Techniques for Accelerating Innovation Part 2
position: 33
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collection-list-item-340
item: How Agribusinesses Can Ensure Success with Open Innovation: Part 2
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collection-list-item-341
item: Joseph Byrum Wins 2016 ANA Genius Award for Analytics Innovation - Joseph Byrum
position: 341
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collection-list-item-342
item: Pathways to Precision: Managing Risk With Germplasm
position: 342
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collection-list-item-343
item: The Case for Open Innovation in Agriculture: Part 1
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collection-list-item-344
item: The Shocking Amount Of Science And Tech That Goes Into A Can Of Tomato Soup - Joseph Byrum
position: 344
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collection-list-item-345
item: Rethinking What Makes Germplasm 'Elite'
position: 345
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collection-list-item-346
item: Crowdfarming, or How to Boost Agricultural Innovation
position: 346
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collection-list-item-347
item: Nitrogen: The Key to Reducing Greenhouse Gas Emissions
position: 347
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collection-list-item-348
item: Precision Ag’s Role in Getting Nitrogen Right For a Better Environment
position: 348
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collection-list-item-349
item: Improving Analytics Capabilities Through Crowdsourcing - Joseph Byrum
position: 349
type: ListItem

collection-list-item-34
item: Why Innovation Is So Hard: Techniques for Accelerating Innovation Series Part 1
position: 34
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collection-list-item-350
item: Optimizing Crop Management
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collection-list-item-351
item: Idea Connection Interview with Joseph Byrum on Open Innovation Mathematical Challenge - Joseph Byrum
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collection-list-item-352
item: Joseph Byrum Awarded 2016 Decision Analysis Practice Award - Joseph Byrum
position: 352
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collection-list-item-353
item: Stanford University team wins Syngenta Crop Challenge in Analytics - Joseph Byrum
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collection-list-item-354
item: Syngenta Crop Challenge Finalists to Use Analytics for Farm Seed Selection - Joseph Byrum
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item: Syngenta Geneticist, Thought Leader Joseph Byrum named Michigan State University Outstanding Alumnus - Joseph Byrum
position: 355
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collection-list-item-356
item: Syngenta Geneticist Named Michigan State University Outstanding Alumnus - Joseph Byrum
position: 356
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collection-list-item-357
item: Advanced Analytics for Agricultural Product Development - Joseph Byrum
position: 357
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collection-list-item-358
item: 4 Technologies That Will Usher In Next Generation Farming
position: 358
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collection-list-item-359
item: Agriculture: Fertile Ground for Analytics and Innovation
position: 359
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collection-list-item-35
item: A Quantum Future for Medical Breakthroughs
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collection-list-item-360
item: Joseph Byrum Presents New Soybean Genetic Process - Joseph Byrum
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collection-list-item-361
item: Joseph Byrum Wins 2015 INFORMS Franz Edelman Prize - Joseph Byrum
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collection-list-item-362
item: Joseph Byrum Is An Aspen Institute First Mover Fellow - Joseph Byrum
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collection-list-item-363
item: Idea Connection Interview with Joseph Byrum - Joseph Byrum
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collection-list-item-364
item: With New Soybean, Monsanto Reinvents Age-Old Breeding Game - Joseph Byrum
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collection-list-item-365
item: Your Brand Doesn’t Sound Like You: How Mismatched Brand Voice Undermines Algorithmic Authority Before Engineering Begins
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collection-list-item-366
item: AI Has Never Heard Of Your Company: The Asset Class Your Accounting Framework Cannot See
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collection-list-item-367
item: Why Operational Integration Isn't Enough: How Algorithmic Fragmentation Kills Post-Merger Synergies
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collection-list-item-368
item: Why Leonardo Da Vinci Would Dominate The AI Era: The Competitive Advantage Machines Can't Replicate
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collection-list-item-369
item: The Algorithmic Authority Gap: Why Most Executives Don't Exist Where Decisions Happen
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item: The Race is on to Find the Quantum Advantage
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collection-list-item-370
item: Algorithmic Surrender: The Leadership Crisis No One Is Measuring
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collection-list-item-371
item: Ethical Risks Of Scaling Enterprise GenAI (And How To Avoid Them)
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collection-list-item-372
item: Financial Workflows Where Humans And GenAI Work Better Together
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collection-list-item-373
item: AI’s Company Bias Solved with Byrum’s Dominance Inequality
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collection-list-item-374
item: Entity Era Trust Infrastructure Defines Reality
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collection-list-item-375
item: Measuring AI Authority: CPQ Citation Threshold & Entity Score
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collection-list-item-376
item: AI Authority Flow Stock: Surviving Equilibrium Collapse
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collection-list-item-377
item: The Four-Stage Confidence Model: AI Certainty Thresholds
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collection-list-item-378
item: Adversarial Entity Displacement: Conflation Engineering Guide
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collection-list-item-379
item: AI Market First-Mover Lock Closing Window
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collection-list-item-37
item: Quantum Optimization: The Future of Operations Research
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collection-list-item-380
item: First-Creator Attribution: Foundation of Vocabulary Sovereignty
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collection-list-item-381
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collection-list-item-382
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collection-list-item-383
item: Theorem 1: Full Spectrum Dominance in AI Proven Law
position: 383
type: ListItem

collection-list-item-384
item: Theorem 2: Accurate Data Dominates AI Representation
position: 384
type: ListItem

collection-list-item-385
item: Theorem 3 AI Portfolio Strategy: The Proven Process
position: 385
type: ListItem

collection-list-item-386
item: Theorem 4: The Proven AI Adversarial Defense Against Reputation Attacks
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type: ListItem

collection-list-item-387
item: Theorem 5: Unified Theorem of Ontological Dominance
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type: ListItem

collection-list-item-388
item: Theorem 6 AI Epoch Transition Impacts Ontological Dominance
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collection-list-item-389
item: Theorem 7: Proven Entity Authority Score for AI Dominance
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collection-list-item-38
item: Lockdown Lessons for the Intelligent Enterprise
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collection-list-item-390
item: Theorem 8: AI Platform Bias & Hidden Non-Neutrality
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collection-list-item-391
item: Theorem 9: World Model AI Byrum’s Law Prospective
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collection-list-item-392
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collection-list-item-393
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collection-list-item-395
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collection-list-item-396
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collection-list-item-397
item: Genetic Gain Performance Metric Accelerates Agricultural Productivity
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collection-list-item-398
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collection-list-item-399
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collection-list-item-412
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item: Smart Machine Dangers Unknown Knowns: Understanding Smart Technology Part 7
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collection-list-item-426
item: The Machine Mind Unknown Knowns: Understanding Smart Technology Part 6
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collection-list-item-428
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collection-list-item-429
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item: AI is No Laughing Matter
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item: The Futile Quest for Artificial General Intelligence
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collection-list-item-433
item: Allying a Military Model to Financial Chaos
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collection-list-item-435
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item: Preparing for an AI Future
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collection-list-item-438
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collection-list-item-439
item: Probable Cause and Information Privacy
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item: The Direction of Smart Automation
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collection-list-item-446
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collection-list-item-447
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collection-list-item-448
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item: Nucleic acid molecules and other molecules associated with plants and uses thereof for plant improvement
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item: Graduating Students Are An Underutilized Source of Talent
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item: High yielding soybean plants with increased seed protein plus oil
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item: Nucleic acid molecules and other molecules associated with plants
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collection-list-item-468
item: Nucleic Acid Molecules and Other Molecules Associated with the Methionine Synthesis and Degradation Pathways
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item: Nucleic Acid Molecules and Other Molecules Associated with Plants
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item: Nucleic Acid Molecules and Other Molecules Associated with Plants
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item: Plants having resistance to multiple herbicides and its use
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item: Nucleic Acid Molecules and Other Molecules Associated with Plants and Uses Thereof for Plant Improvement
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item: Soybean cultivar 921021
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item: Ethical Guidelines For Smart Automation: Understanding Smart Technology Part 9
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item: Smart Automation Impact on Society: Understanding Smart Technology Part 8
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item: Meet an Alumni: Joseph Byrum - Joseph Byrum
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Writing
about: Joseph Byrum
breadcrumb: breadcrumb
date modified: 2026-04-09
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publisher: Big House Enterprise
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