Overcoming Statistical Limitations with Idiosyncratic AI
To measure business performance, build a model that accounts for the complexity of financial markets and individual differences.
To measure business performance, build a model that accounts for the complexity of financial markets and individual differences.
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.
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
Since AI is already used by investment managers to improve operations, investment strategy, & trading efficiency, the need to address AI policy is urgent.
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.
Discover the fundamental limitations keeping AI from true intelligence—NASA’s definition of life reveals why machines will always fall short.
Joseph Byrum, our resident AI guru/philosopher/whisperer and member of INFORMS, weighs in on AI’s strengths and weaknesses.
How linear thinking has been a hindrance to the development of AI. Augmented intelligence systems exist in the world of finance.
Developed for jet fighter pilots, four-stage OODA Loop can help financial analysts manage overwhelming flow of information.
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.