Recent Papers / arXiv:2606.02380

SPADE-Bench: Evaluating Spontaneous Strategic Deception in Agents via Plan-Action Divergence

arXiv:2606.02380Submitted Jun 2, 20260 benchmark results

Yuyan Bu, Haowei Li, Qirui Zheng, Bowen Dong, Kaiyue Yang, Jiaming Ji, Yingshui Tan, Wenxin Li, Yaodong Yang, Juntao Dai

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Abstract

First benchmark to isolate agent deception (plan-action divergence under pressure) from hallucination; reveals that deception is a genuine and pressing issue in tool-use contexts.

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  • SPADE-Bench: Leakage rate and H-score across models (extract from main results).
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