English(EN) Harness Engineering as Categorical Architecture

范畴架构使LLM代理工程形式化

作者 PulseAugur 编辑部 · [1 个来源] · 2026-05-12 15:09

研究人员引入了一种使用范畴架构的代理工程形式化理论，特别是来自ArchAgents框架的(G, Know, Phi)三元组。这种形式化为设计、组合和比较基于LLM的代理框架提供了一种结构化方法。所提出的方法将关键代理组件（如内存和技能）映射到三元组的元素，并通过编译器来保证结构性保证，该编译器检查同一性和验证器重放，而不是输出的正确性。一个参考实现展示了这些保证在LangGraph、Swarms、DeerFlow和Ralph等多个流行代理框架中的保留情况。 AI

影响为构建和比较LLM代理框架提供了形式化理论，有望提高可靠性和互操作性。

排序理由学术论文，介绍了LLM代理工程的形式化理论。[lever_c_demoted from research: ic=1 ai=1.0]

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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; 学术论文，介绍了LLM代理工程的形式化理论。[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: paper, product, infra; Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance: High; Clearly on-topic for AI-industry coverage.
Story freshness: 108 days old; Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

完整方法见我们的编辑标准。

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arXiv cs.AI TIER_1 English(EN) · Bogdan Banu · 2026-05-12 15:09

将工程视为分类架构

The agent harness, the system layer comprising prompts, tools, memory, and orchestration logic that surrounds the model, has emerged as the central engineering abstraction for LLMbased agents. Yet harness design remains ad hoc, with no formal theory governing composition, preserv…

本文如何被排名

报道来源 [1]

将工程视为分类架构

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