{"version":"1.0","generated_at":"2026-09-27T14:58:44.818101","id":2864,"slug":"iris-mini-and-iris-pro-are-the-strongest-open-weight-search-agents-in-their-class","title":"Iris-mini 与 Iris-pro 是同级别最强的开放权重搜索智能体","summary":"中国实验室 AllSpark 发布 Iris-mini 和 Iris-pro 两个开源搜索智能体，参数规模分别为 350 亿和 3970 亿，基于 Qwen 系列模型，配套完整训练配方。论文称其在 BrowseComp、BrowseComp-ZH、DeepSearchQA 和 Humanity's Last Exam 上取得同规模开放权重搜索智能体中的最强结果，并强调运行时上下文管理对基准表现影响很大。","abstract":"Iris-mini 与 Iris-pro 是同级别最强的开放权重搜索智能体 中国实验室 AllSpark 发布 Iris-mini 和 Iris-pro 两个开源搜索智能体，参数规模分别为 350 亿和 3970 亿，基于 Qwen 系列模型，配套完整训练配方。论文称其在 BrowseComp、BrowseComp-ZH、DeepSearchQA 和 Humanity's Last Exam 上取得同规模开放权重搜索智能体中的最强结果，并强调运行时上下文管理对基准表现影响很大。 中国实验室 AllSpark 发布 Iris-mini 和 Iris-pro 两个开源搜索智能体，参数规模分别为 350 亿和 3970 亿，基于 Qwen 系列模型，配套完整训练配方。论文称其在 BrowseComp、BrowseComp-ZH、DeepSearchQA 和 Humanity's Last Exam 上取得同规模开放权重搜索智能体中的最强结果，并强调运行时上下文管理对基准表现影响很大。 原贴提到：The AllSpark team has released Iris-mini and Iris-pro, two open-source s 来源：the-decoder.com AllSpark 团队发布了 Iris-mini 和 Iris-pro，两个开源搜索智能体，以及一套完整的训练配方。 根据论文，训练数据和模型还提升了它们从未被训练过的任务的表现，包括通用工具使用和办公工作。 建立在语言模型之上的搜索智能体自行研究网络。 它们需要理解问题，决定搜索什么，解释结果，并判断何时已收…","access_level":"member","access_label":"免费阅读","access_mode":"full","is_preview":false,"canonical_url":"https://opc.beizhux.com/content/2864/iris-mini-and-iris-pro-are-the-strongest-open-weight-search-agents-in-their-class","html_url":"https://opc.beizhux.com/content/2864/iris-mini-and-iris-pro-are-the-strongest-open-weight-search-agents-in-their-class","json_url":"https://opc.beizhux.com/content/2864/iris-mini-and-iris-pro-are-the-strongest-open-weight-search-agents-in-their-class.json","published_at":"2026-09-13T20:58:18","updated_at":"2026-09-27T14:09:03","category":{"slug":"ai-business","name":"AI小生意项目库"},"source":{"site":"the-decoder.com","author":"Jonathan Kemper","url":"https://the-decoder.com/iris-mini-and-iris-pro-are-the-strongest-open-weight-search-agents-in-their-class/"},"tags":["Agent 评测","AI 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BrowseComp、BrowseCom…；原贴提到：The AllSpark team has released Iris-mini and Iris-pro, two open-source s；来源：the-decoder.com"},{"question":"这篇文章和哪些AI专题相关？","answer":"它适合放在Agent工作流、AI副业、AI工具专题里阅读。 关联原因：这篇内容命中「Agent、智能体」等主题信号。；这篇内容命中「项目、小生意、变现」等主题信号。；这篇内容命中「模型」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AI工具、工具、自动化、模型、Cursor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":"ai-tools-term","name":"AI工具","definition":"在AI觉醒星球里，「AI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/ai-tools-term","path":"/glossary/ai-tools-term","json_url":"https://opc.beizhux.com/glossary/ai-tools-term.json"},{"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。 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