Research
13d agoApple Research Finds LLMs Fail Bayesian Logic
The information processing gap reveals that LLMs struggle to update probabilistic beliefs consistently when presented with new evidence. Researchers at Apple quantified these deviations from Bayes' rule across multiple models.
The Signal
This failure to maintain internal logical consistency limits the reliability of AI in high-stakes domains like medicine or law where rational uncertainty is required.