{"version":"1.0","generated_at":"2026-09-27T15:01:02.748555","id":2665,"slug":"ai-agents-have-no-sense-of-time-and-are-not-aware-of-it","title":"AI代理没有时间感，且对此毫无察觉","summary":"一项新研究发现，流行的编程助手无法预测任务需要多长时间，也无法可靠地判断自己已经工作了多久。这对长时间运行的任务是个问题。","abstract":"AI代理没有时间感，且对此毫无察觉 一项新研究发现，流行的编程助手无法预测任务需要多长时间，也无法可靠地判断自己已经工作了多久。这对长时间运行的任务是个问题。 一项新研究发现，流行的编程助手无法预测任务需要多长时间，也无法可靠地判断自己已经工作了多久。这对长时间运行的任务是个问题。 原贴提到：A new study finds that popular coding assistants can't predict how long 来源：the-decoder.com 一项新研究发现，流行的编码助手无法预测任务需要多长时间，也无法可靠地判断自己已经工作了多久。这对长时间运行的任务是个问题。当AI助手处理任务时，它往往不知道时间流逝了多少。这是两位独立AI研究人员作为MATS研究计划一部分所做研究的结论。他们测试了两种广泛使用的编码助手——Anthropic的Claude Code和OpenAI的Codex——的时间感知能力。在每个编码任务之前，代理必须估计需要多长时间。然后他们解决问题，并回顾性地报告已经过去了多少时间。测试材料来自一个名为ProgramBench的集合中的200个任务，加上研究人员自己的18个基准测试套件。在测试中，代理始终高估了所需的时间。在ProgramBench上，无论难度如何，两个模型大多猜测大约90分钟。在第二轮中，Claude平均偏差三倍，Codex偏差六到十倍。对于短任务，估计最差，只有多小时的范围内一些预测接近现实。结果根据模型运行的软件配置而变化。Claude Code一直工作到它认为任务完成为止，中位数约为90分钟。另一方面，Codex…","access_level":"member","access_label":"免费阅读","access_mode":"full","is_preview":false,"canonical_url":"https://opc.beizhux.com/content/2665/ai-agents-have-no-sense-of-time-and-are-not-aware-of-it","html_url":"https://opc.beizhux.com/content/2665/ai-agents-have-no-sense-of-time-and-are-not-aware-of-it","json_url":"https://opc.beizhux.com/content/2665/ai-agents-have-no-sense-of-time-and-are-not-aware-of-it.json","published_at":"2026-08-30T18:41:36","updated_at":"2026-09-27T14:09:29","category":{"slug":"ai-business","name":"AI小生意项目库"},"source":{"site":"the-decoder.com","author":"Maximilian Schreiner","url":"https://the-decoder.com/ai-agents-have-no-sense-of-time-and-are-not-aware-of-it/"},"tags":["AI 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关联原因：这篇内容命中「项目、小生意、变现」等主题信号。；这篇内容命中「Agent、智能体」等主题信号。"},{"question":"阅读这篇文章建议先理解哪些关键词？","answer":"建议先理解工具、自动化、模型、Cursor、Claude这些关键词，再结合正文判断工具、机会或风险是否值得进入自己的工作流。"}],"terms":[{"slug":"tools","name":"工具","definition":"在AI觉醒星球里，「工具」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 不只看工具热度，更看它能不能进入真实流程。","topic_slug":"ai-tools","topic_name":"AI工具","topic_title":"AI工具：模型、插件、自动化与实战场景","topic_url":"https://opc.beizhux.com/topics/ai-tools","topic_path":"/topics/ai-tools","url":"https://opc.beizhux.com/glossary/tools","path":"/glossary/tools","json_url":"https://opc.beizhux.com/glossary/tools.json"},{"slug":"automation","name":"自动化","definition":"在AI觉醒星球里，「自动化」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 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