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Hao-Ran Ye

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#artificial intelligence Preprint Sep 2026

Harness-Zero: Harness Distillation via Agent-as-Harness

Agent harnesses, the external systems that mediate model-environment interaction, can substantially improve agent performance, but their gains remain tied to the harness at deployment. Because the best harness varies across domains, instances, and models, a general-purpose agent must either settle for a suboptimal shar...

Hao-Ran Ye, Yuxing Lu, Hao-Nan Dong et al. · 4 citations · ⚡1

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