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Token\u002Fs 和 GLM-5.3 的约 58 Token\u002Fs。 Agent 依然是它最强的部分。AutomationBench-AA 上，V4.1 Flash 拿到 69%，追平 GPT-6 Astra，并超过 GLM-5.3 的 62%；长上下文测试 AA-LCR 也拿到 84%。缺点是它特别能说，AA 测试中单任务平均输出约 8.9 万 Token，比 V4 Pro 多 62%，吃掉了一部分价格优势。",1789103640000,null,"Fri Sep 11 2026 05:14:00 GMT+0000 (Coordinated Universal Time)",{"id":21,"title":22,"content":23,"publishTime":24,"important":9,"sourceName":25,"language":18,"dateString":26},218290,"DeepSeek V4.1 Flash新版登顶Agent Arena开源模型榜，位列总榜第11","PANews 10月20日消息，AI模型评测平台Arena宣布，DeepSeek-V4.1-Flash-20261017（Max）已位列Agent Arena开源模型第一、总榜第11。基于约7500次真实使用会话，该模型相对平均模型的综合净改善约为5.1%，单任务成本中位数约0.20美元。该版本在任务成功确认、用户正负反馈、Bash命令执行可靠性及可引导性四项指标中均位列开源模型第一，其中任务成功确认指标位列总榜第8。",1792481760000,"PANews","Tue Oct 20 2026 07:36:00 GMT+0000 (Coordinated Universal Time)",{"id":28,"title":29,"content":30,"publishTime":31,"important":9,"sourceName":25,"language":18,"dateString":32},196979,"智谱GLM-5.3-Flash调用量增长73%","PANews 9月22日消息，据金十报道，全球头部大型API聚合平台OpenRouter最新日榜数据显示，智谱AI旗下GLM-5.3-Flash当日调用量达到4.36万亿Token，较上一统计周期增长73%，位列平台模型调用量第一。",1790063160000,"Tue Sep 22 2026 07:46:00 GMT+0000 (Coordinated Universal Time)",{"id":34,"title":35,"content":36,"publishTime":37,"important":9,"sourceName":38,"language":18,"dateString":39},195369,"GLM-5.3开始优化自己的系统，智谱唐杰：RSI最小闭环已经出现","动察 Beating AI 快讯，智谱披露，GLM-5.3 驱动的 Infra Agent 已经参与优化 GLM-5.3-Flash 的推理系统。从首次跑通到承接全部生产流量不到两周，端到端吞吐提升到最初的 3.2 倍。\n联合创始人兼首席科学家唐杰在复盘中提到，Agent 现在最容易卡住的地方，往往不是不会写代码，而是不知道问题出在哪。比如一次修改让吞吐下降 20%，它知道自己改坏了，却不知道是哪一层出了问题，下一步该查什么。\n于是智谱把资深工程师平时的排查方法做成一套 Agent 可以直接使用的工具。Agent 改完代码后，可以自己检查结果对不对、时间耗在哪里、哪种方案更快，再根据结果继续修改。\n靠这套方法，Agent 找出了长上下文计算误差、KV 传输阻塞和解码 kernel 重复计算等问题。其中一个 kernel 重写后提速 1.71 倍。\n唐杰判断，工程师的角色会越来越像「设计反馈的人」。人负责定目标、设边界和审核高风险修改，Agent 自己提假设、改代码、跑实验。离完整的 RSI 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,"Blockbeats","Thu Sep 17 2026 08:58:00 GMT+0000 (Coordinated Universal Time)",{"id":41,"title":42,"content":43,"publishTime":44,"important":9,"sourceName":10,"language":18,"dateString":45},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,"Thu Sep 17 2026 08:36:00 GMT+0000 (Coordinated Universal Time)",{"id":47,"title":48,"content":49,"publishTime":50,"important":9,"sourceName":51,"language":18,"dateString":52},193227,"GLM-5.3-Flash 免费体验即将收官，1 折特惠无缝接棒","ChainCatcher 消息，B.AI 宣布 GLM-5.3-Flash 限时免费体验即将告一段落，1 折专属调用特惠将于 9 月 12 日 10:00（SGT）起无缝接棒，用户仅需支付原价的 10%，直接节省 90%，输入低至 $0.015\u002FM、输出低至 $0.05\u002FM。作为原生全模态大模型，GLM-5.3-Flash 拥有 320B 总参数与 18B 激活参数，结合稀疏与线性注意力混合架构及 1M 超长上下文，在编程开发、智能体、长上下文处理及高频 API 工作负载等场景下表现强劲。B.AI 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