Doing What They Say, Not What They Reason: Locating the Faithfulness Gap in LLM Agents

In three linesStudy of LLM agent faithfulness in a Texas Poker simulator. Researchers measure the gap between stated reasoning and actual actions by decomposing the problem into two steps: reasoning-conclusion and conclusion-action. The two steps exhibit opposite behaviors.

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