Takahiro Sagawa

LLMs assessed for causal understanding via sentence reversal and entropy production

Researchers have explored a novel method to assess an LLM's understanding of event order and causality by reversing sentence sequences within texts. This approach, inspired by stochastic thermodynamics, quantifies irrev…