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Исследования2026年10月1日

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…

Qiankai Xu·arXiv — cs.AI
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Key Takeaways
  • 01.A harness is the code around a language-model agent that organizes prompts, calls tools, manages context, and controls execution
  • 02.As models grow stronger, recent work has begun to let agents improve their own harnesses, a line of work known as self-evolving harnesses

This material is provided as an extended analytical summary.

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