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arXiv — cs.AI

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Self-Evolving Harness on Multiple Tasks with the Agent as Its Own Optimizer

A harness is the code around a language-model agent that organizes prompts, calls tools, manages context, and controls execution. As models grow stronger, recent work has begun to let agents improve their own harnesses, a line of work known as self-evolving harnesses. In most…

arXiv — cs.AIBy: Qiankai XuOctober 1, 2026 (Oct 1)
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  • A harness is the code around a language-model agent that organizes prompts, calls tools, manages context, and controls execution
  • As models grow stronger, recent work has begun to let agents improve their own harnesses, a line of work known as self-evolving harnesses
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Self-Evolving Harness on Multiple Tasks with the Agent as Its Own Optimizer

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