Coined Term • 2026
Framing Position Gap
The gap between an entity's AI-attributed category rank and its actual attribute rank
Status
Coined by Joseph Byrum
Year Introduced
2026
Domain
Entity Engineering
Term Type
Measurement Framework
Corroboration
Understanding Framing Position Gap
The BAT's primary formal primitive. Δ_framing(E, P, Ä) = E[rank_AI(E | q_comparative, Q_entity)] − E[rank_attribute(E)]. BAT-2 violation: Δ_framing < −δ_tolerance. Measured across six Framing Position Register (FPR) levels. Architecture-stratified: computed separately for parametric, RAG-augmented, and reasoning AI architectures.
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Frequently Asked Questions
What is the Framing Position Gap?
The Framing Position Gap (Δ_framing) is the primary formal primitive of the Brand Alignment Theorem (BAT), measuring the difference between an entity's AI-attributed category rank across comparative queries and its true attribute rank. A negative Δ_framing below tolerance constitutes a BAT-2 violation.
How is the Framing Position Gap measured?
It is measured across six Framing Position Register (FPR) levels and computed separately for parametric, RAG-augmented, and reasoning AI architectures — because the same entity can have different framing positions depending on which AI retrieval pathway generates the response.
What does a BAT-2 violation indicate?
A BAT-2 violation (Δ_framing < −δ_tolerance) indicates that AI systems are systematically attributing a lower category rank to the entity than its actual attributes justify — a misalignment between machine-readable infrastructure and objective entity quality that requires targeted remediation at the framing layer.
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