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Zhonghao Zhan

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#artificial intelligence Preprint Aug 2026

Safe Skill Retirement for Physical Agents

These results demonstrate that while task benchmarks can justify retiring procedural guidance, retirement decisions require explicitly auditing the authority contracts governing physical actions.

Zhong-Hao Zhan, Xiao Ma, Hamed Haddadi · 0 citations
Preprint Aug 2026

Auto-Policy, not Auto-Skill: Compiled Agent Skills for the Physical World

The results suggest that high-risk Skills should co-package typed invocation policy with procedural knowledge, so that physical actions depend on machine-checkable evidence rather than peer-agent claims.

Zhong-Hao Zhan, Hamed Haddadi · 1 citation

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