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Representational Control over Self-Report & Behavior Coherence in LLM Risk-Taking

Self-report is an appealing low-cost probe of an LLM's dispositions, but recent work finds only selective agreement between what models report and how they behave.

By Rafal Kocielnik, Peiyang Song, Pengrui Han, Myrl G. Marmarelis, Ramit Debnath, Dean Mobbs, R. Michael AlvarezarXiv - cs.CL (NLP)

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Originally published by arXiv - cs.CL (NLP) on Oct 6, 2026.

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