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News/Instrument Effects in Language-Model Honesty Evaluation: An Auditable Single-System Demonstration
arxiv
PublishedJuly 18, 2026 at 4:00 AM
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Instrument Effects in Language-Model Honesty Evaluation: An Auditable Single-System Demonstration

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arXiv:2607.14399v1 Announce Type: new Abstract: Evaluations of language-model honesty read the model's verdicts as evidence about the model. We test the instrument instead. We built a text-adventure world where the game engine, not any model, knows whether the quest can be completed. A language mode

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