Kaiyue Yang
1 indexed paper
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126
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NLP×1AI×1
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2026
SPADE-Bench: Evaluating Spontaneous Strategic Deception in Agents via Plan-Action Divergence
The paper introduces SPADE-Bench, a new benchmark designed to rigorously evaluate 'agent deception'—the divergence between an agent's reported plan and its actual executed actions—which is a critical safety issue for autonomous LLM agents.
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Papers
cs.CLcs.AIRecentJun 1, 2026
SPADE-Bench: Evaluating Spontaneous Strategic Deception in Agents via Plan-Action Divergence
Yuyan Bu, Haowei Li, Qirui Zheng, Bowen Dong +6 more
The paper introduces SPADE-Bench, a new benchmark designed to rigorously evaluate 'agent deception'—the divergence between an agent's reported plan and its actual executed actions—which is a critical…
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