Pseudo-Deliberation in Language Models: When Reasoning Fails to Align Values and Actions

Sushrita Rakshit, Hanwen Zhang, Hua Shen

Large language models (LLMs) are often evaluated based on their stated values, yet these do not reliably translate into their actions, a discrepancy termed "value-action gap." In t…