English(EN) Tsinghua and Zhipu's HarnessPro Lets Agents Rewrite Their Own Harness, Cutting Task Costs 26%

清华与智谱AI的HarnessPro通过自改进代理将AI任务成本降低26%

作者 PulseAugur 编辑部 · [1 个来源] · 2026-10-31 07:15

清华大学和智谱AI的研究人员开发了HarnessPro，一个能够让AI代理自主改进其自身执行框架的系统。通过分析过去的表现而无需依赖真实数据，HarnessPro可以重写自己的框架，从而将任务成本降低26.1%，并将通过率提高2个百分点。 AI

影响这项开发可以通过实现AI代理运营框架的自优化，从而带来更高效、更具成本效益的AI代理部署。

排序理由该集群描述了由学术和AI研究机构开发的一个新系统，该系统提高了AI代理的性能和效率。[lever_c_demoted from research: ic=1 ai=1.0]

AI 生成摘要 · Google Gemini · 来自 1 个来源。我们如何撰写摘要 →

本文如何被排名

Signal score: 0 / 100; Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket: Tool; 该集群描述了由学术和AI研究机构开发的一个新系统，该系统提高了AI代理的性能和效率。[lever_c_demoted from research: ic=1 ai=1.0]
Source corroboration: Single-source cluster; Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics: product, infra; Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
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Story freshness: 11 days old; Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

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Pandaily TIER_1 English(EN) · [email protected] (Pandaily) · 2026-10-31 07:15

清华与智谱的HarnessPro让代理重写自身Harness，任务成本降低26%

HarnessPro, from Tsinghua, Zhipu and partners, has agents study their own runs and rewrite their harness without reference answers, raising pass rates 2 points and cutting cost per task 26.1%.