Superficial Beliefs in LLM Decision-Making

Name: Superficial Beliefs in LLM Decision-Making
Uploaded: 2026-09-16T16:26:31.322534+00:00
Duration: 402 s
Description: The paper "Superficial Beliefs in LLM Decision-Making" by Gabriel Freedman and Francesca Toni examines how Large Language Models' verbal explanations often mismatch their actual decision-making logic. While behavioral models can predict choices with 80.4% accuracy, the attributes models claim are important only align with their actions 61% of the time.

The paper "Superficial Beliefs in LLM Decision-Making" by Gabriel Freedman and Francesca Toni examines how Large Language Models' verbal explanations often mismatch their actual decision-making logic. While behavioral models can predict choices with 80.4% accuracy, the attributes models claim are important only align with their actions 61% of the time.

Open the full episode