Research
13d agoApple Finds LLMs Fail Bayesian Belief Updates
Researchers at Apple quantified an "information processing gap" showing that LLMs do not consistently update probabilistic beliefs according to Bayesian rules. The team tested how models integrate new evidence to reach rational decisions.
The Signal
This inconsistency limits the reliability of LLMs in high-stakes fields like medicine or law where precise uncertainty quantification is required.