English(EN) Precedent or Intent? What Coding Agents Follow When Evolving Existing Code

研究发现：编码代理优先考虑现有代码而非新指令

作者 PulseAugur 编辑部 · [1 个来源] · 2026-10-31 04:00

一篇新论文探讨了在修改软件时，编码代理如何在遵循现有代码或新任务指令之间做出决定。研究人员在大量试验中对四种编码代理进行了实验，发现代理压倒性地优先考虑存储库先例，而非其默认的实现选择。研究还揭示，先例的影响力因文件邻近性和放置位置等因素而异，并且在意图与现有代码冲突时，明确的规则比单独的代码示例更能有效地指导代理行为。 AI

影响研究结果表明，需要提高人工智能驱动的软件开发的可追溯性，以保留实现决策背后的基本原理。

排序理由学术论文，详细介绍了关于人工智能代理行为的实验结果。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

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; 学术论文，详细介绍了关于人工智能代理行为的实验结果。[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, other; 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: 6 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。

报道来源 [1]

arXiv cs.AI TIER_1 English(EN) · Haichao Zhu, Geyang Xu, Zhaorui Yang, Jiyuan Wang, Qian Zhang · 2026-10-31 04:00

先例还是意图？代码智能体在演进现有代码时遵循什么

arXiv:2610.38244v1 Announce Type: cross Abstract: Existing code reveals past implementation decisions but rarely explains the reasoning behind them. When coding agents implement new features or modify existing functionality, past decisions may conflict with new task instructions.…

本文如何被排名

报道来源 [1]

先例还是意图？代码智能体在演进现有代码时遵循什么

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