process-fidelity

This paper decomposes the faithfulness gap in LLM agents into reasoning→conclusion and conclusion→action steps using Texas Hold'em poker as a controlled environment. It finds that the conclusion→action step is reliable, while the reasoning→conclusion step is the primary source of inconsistency.