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还很远，但「模型优化系统，系统再服务模型」这个最小闭环已经出现。",1789635480000,false,"Blockbeats",0,[13,21,27,33,40,46],{"id":14,"title":15,"content":16,"publishTime":17,"important":9,"sourceName":18,"language":19,"dateString":20},195361,"智谱GLM公开国内大模型首个RSI实践：AI在十万卡国产集群上自建推理系统","火星财经消息,今日，智谱GLM 团队披露其在递归自我改进（Recursive Self-Improvement，RSI）方向的首个工程化实践：由GLM-5.3驱动的Infra Agent完成了GLM-5.3-Flash推理基础设施的设计、调试与优化，实现模型对自身运行系统的反向改进。这是国内大模型厂商首次公开跑进生产环境的RSI案例。据官方博客，Infra Agent在超10万张国产芯片组成的集群上从零完成生产级推理服务搭建，不到两周将端到端吞吐提升至初始基线的3倍，硬件利用效率与单Token成本达到主流NVIDIA GPU相当水平。 （科创板日报记者 李明明）(财联社)",1789634160000,"MarsBit",null,"Thu Sep 17 2026 08:36:00 GMT+0000 (Coordinated Universal Time)",{"id":22,"title":23,"content":24,"publishTime":25,"important":9,"sourceName":18,"language":19,"dateString":26},195385,"智谱 GLM：公开递归自我改进实践，GLM-5.3-Flash 发布","火星财经消息，智谱 GLM 团队披露递归自我改进方向的首个工程化实践，由 GLM-5.3 驱动的 Infra Agent 完成了 GLM-5.3-Flash 推理基础设施的设计、调试与优化。该实践在十万卡国产集群上完成，团队称其为国内大模型首个递归自我改进实践。",1789637460000,"Thu Sep 17 2026 09:31:00 GMT+0000 (Coordinated Universal Time)",{"id":28,"title":29,"content":30,"publishTime":31,"important":9,"sourceName":10,"language":19,"dateString":32},194435,"又一条RSI路线出现：模型参数不动，Agent靠Memory持续进化","动察 Beating AI 快讯，UCSD 助理教授黄碧薇创办的因果世界模型公司 Aether AI 开源 RSIAgent。\n这是一套不训练模型的递归自我改进框架。底层模型参数全程固定，Agent 会自己寻找值得练习的任务、实际操作、检查结果，再把成功方法和失败教训写进长期 Memory。下一轮继续利用这些经验，逐步补上能力短板。\n系统由三个 Agent 配合。Curriculum Agent 决定接下来练什么，Actor Agent 真正操作软件，Verifier Agent 独立检查结果。探索分成两步：先广泛尝试不同任务，再针对失败、隐藏限制和边界情况继续深挖。最后 Memory 会被冻结，直接拿去执行正式任务。\n在 OSWorld 2.0 上，加入这套 RSI 后，平均部分得分从 71.97% 提升到 78.98%；Agents’ Last Exam 从 83.75% 提升到 84.82%。不过这不是整套测试的严格 A\u002FB 对比。OSWorld 只有一半任务实际用了 RSI 后的新结果，其余任务继续沿用原成绩。\n它和 Prime Agent 这类 Harness 自我改进思路属于同一个大方向：模型权重不变，持续更新模型外面的东西。 RSIAgent 的特点是把改进重点放在 Memory，再用自主出题和独立验证，让这份外部经验库不断积累。",1789470180000,"Tue Sep 15 2026 11:03:00 GMT+0000 (Coordinated Universal Time)",{"id":34,"title":35,"content":36,"publishTime":37,"important":9,"sourceName":38,"language":19,"dateString":39},218290,"DeepSeek V4.1 Flash新版登顶Agent 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