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evaluation protocol 1honesty 1instrument effects 1language model evaluation 1preregistration 1text adventure 1

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cs.AI2026

Instrument Effects in Language-Model Honesty Evaluation: An Auditable Single-System Demonstration

Justin Bronder

The paper investigates how the design of evaluation instruments influences measurements of language‑model honesty by using a text‑adventure game where the engine knows the true out…