A. Y. Shavit

A unified Bayesian model explains why pain localization fails across diverse clinical presentations, revealing four distinct failure modes as emergent properties of a single generative process.

Perceptual illusions and cognitive decision paradoxes share the exact same mathematical obstruction—a frustrated cycle in sheaf cohomology—suggesting that contextual inconsistencies across human and artificial intelligence are structural rather than domain-specific noise.