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arXiv 2610.14224 · cs.AI · 2026-10-09

Harness^2: Recursive Agent Harnessing for an Open World

Ruiyao Xu, Yanfei Chen, Zhongying CuiZhu, Bhavana Dalvi Mishra, Yifei Ming, Han Yu, Rujun Han, Chen-Yu Lee and 1 more

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In latest · #4 Added on 2026-10-21

One-line takeaway

Harness² lets agents recursively improve their own harness on unseen open-world tasks without ground-truth verifiers.

Harness² 让 Agent 在没有标准答案的开放任务里也能递归改进自己的执行框架。

115HF upvotes
14kGitHub stars
1Citations (Semantic Scholar)
79.2Buzz score

Read on arXiv PDF Hugging Face discussion Code Project page

About this data

Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.

The takeaway is written by AIMap from the abstract; the abstract itself is not reproduced — read the original.

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