[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"news-slug-agents-a1-35b-moe-long-horizon":3,"topics-all":31,"news-related-21dcb43c-b3a5-4c22-9d89-fbf2bc283269":50},{"id":4,"title":5,"summary":6,"content":6,"original_url":7,"source_id":8,"tags":9,"translations":23,"news_slug":24,"published_at":25,"created_at":26,"modified_at":27,"is_published":28,"publish_type":29,"image_url":13,"view_count":30},"21dcb43c-b3a5-4c22-9d89-fbf2bc283269","Agents-A1 把 35B MoE 推到 1T 级长程任务：上海 AI 实验室「水平扩展」路线开源","上海人工智能实验室 Agents-A1 团队（arXiv 2606.30616）给出反共识答案：一个 35B MoE 在 SEAL-0、IFBench、HiPhO、FrontierScience-Olympiad、MolBench-Bind 五个长程基准上领先 Kimi-K2.6、DeepSeek-V4-pro 等 1T 旗舰。\n\n方法是「Agent 水平扩展」：把轨迹拉长到平均 45K token，统一 6 个异构领域。训练三阶段——全领域 SFT 对齐 → 域级教师独立训练 → 多教师域路由 On-Policy 蒸馏，把 6 域装进同一 35B 学生。权重与管线全开源（HF: huggingface.co\u002FInternScience\u002Fagents-a1）。\n\n评论：LLM 进入 Agent 时代，性能瓶颈从「参数总量」转向「单次任务能调动的有效推理长度」。35B 用 45K token 视野下的多教师域路由蒸馏跑赢 1T，是「水平扩展」首次正面挑战「参数扩展」。后 Scaling Law 时代，Agent horizon 正在取代参数 scale 成为新主战场。","https:\u002F\u002Farxiv.org\u002Fabs\u002F2606.30616","7437aeb9-930c-4866-a2e9-48003c1a792b",[10,14,17,20],{"id":11,"name":12,"slug":12,"description":13,"color":13},"6ad31a14-c0da-42df-81fd-564281f768db","agentic-ai",null,{"id":15,"name":16,"slug":16,"description":13,"color":13},"01598627-1ea6-4b27-a5d8-874971571a71","llm",{"id":18,"name":19,"slug":19,"description":13,"color":13},"7e89b5cc-57db-4f37-bc6d-28919a73931c","model-release",{"id":21,"name":22,"slug":22,"description":13,"color":13},"b9bd9039-fcdb-41a8-b85b-fc1587def2b9","open-source",[],"agents-a1-35b-moe-long-horizon","2026-06-29T16:00:00Z","2026-06-30T16:17:58.383264Z","2026-08-19T02:08:40.142862Z",true,"agent",219,[32,41],{"slug":33,"tag_slug":33,"title_zh":34,"title_en":35,"intro_zh":36,"intro_en":37,"id":38,"is_active":28,"created_at":39,"modified_at":40},"ai-for-science","AI for Science 2026：从 UniPert 到 GPT-Rosalind 的硬核进化","AI for Science 2026: from UniPert to GPT-Rosalind","生命科学、化学材料、物理世界模型——AI 正在从\"语言工具\"变成\"实验伙伴\"。本专题收录 AI 在三大科学方向的关键节点：UniPert 统一基因与化学扰动空间、GPT-Rosalind 端到端生命科学推理、达摩院 AI 智能体 28 小时找到 4 种超导新材料、Anthropic Claude Science 把工作台做成标准品。","From language tool to lab partner — AI is reshaping life sciences, chemistry\u002Fmaterials, and physical world models. This topic covers the key milestones: UniPert unifying genetic-chemical perturbation spaces, GPT-Rosalind's end-to-end life-sciences reasoning, DAMO's AI agent discovering 4 superconducting materials in 28 hours, and Anthropic's Claude Science workbench going mainstream.","988a4300-5fab-41c4-b5d8-63711a2dc757","2026-09-10T01:34:15.296649Z","2026-09-10T01:34:15.296663Z",{"slug":42,"tag_slug":42,"title_zh":43,"title_en":44,"intro_zh":45,"intro_en":46,"id":47,"is_active":28,"created_at":48,"modified_at":49},"h3-series","MiniMax H3 系列：从开源权重到 35 倍吞吐","MiniMax H3 Series: from open weights to 35x throughput","MiniMax H3 自 2026 年 8 月开源以来节奏密集：官方把生成、参考与编辑收回一个模型；ComfyUI 当天压进 RTX 3060；摩尔线程 3 小时完成国产 GPU 适配；fal 后训练版把吞吐拉到 35 倍；FastH3 蒸馏再砍推理成本。本专题持续追踪 H3 的发布—开源—蒸馏—部署全链路。","Since MiniMax open-sourced H3 in August 2026 the pace has been relentless: one unified omni-modal model, same-day ComfyUI support down to an RTX 3060, a 3-hour Day-0 port to Moore Threads GPUs, fal's post-trained H3 Max at 35x throughput, and FastH3 distillation cutting inference cost further. This topic tracks the full H3 chain — release, open weights, distillation, deployment.","83ef0daa-3c31-4cb3-86ed-e5ee58654d5f","2026-09-08T07:33:19.942193Z","2026-09-08T07:33:19.942209Z",{"items":51},[52,57,62,67,72,77],{"id":53,"title":54,"news_slug":55,"published_at":56},"71dde565-b87a-4470-83a5-0ad7a4ee1787","IBM Granite 4.2 开源:原生思维链做成开关,30B 拿下 SWE Bench Pro","ibm-granite-4-2-native-reasoning-agents","2026-08-28T14:00:00+00:00",{"id":58,"title":59,"news_slug":60,"published_at":61},"f26ace13-9c96-47ea-a528-b6682a22aa1e","Apodex 1.1 把推理搬进真实执行:PIVOT-RL 定位关键决策点,35B mini 开源","apodex-1-1-agentic-execution-pivot-rl","2026-08-25T14:30:00+00:00",{"id":63,"title":64,"news_slug":65,"published_at":66},"b4754043-6b19-499f-8459-f8fc786f4d80","Pokee-Isaac 28B 把 10M 上下文塞进客户边界:28B 参数在 RULER 10M 上 93.3%","pokee-isaac-28b-10m-context","2026-08-20T14:00:00+00:00",{"id":68,"title":69,"news_slug":70,"published_at":71},"36055e5f-136f-497d-8763-3ed6609f59ff","Meta Muse Glimmer 30B 本地落地:Apache 2.0 的开源智能体,把 Agent 装进 24GB 显存","meta-muse-glimmer-30b-local-agent-apache2-r2","2026-08-19T03:00:00+00:00",{"id":73,"title":74,"news_slug":75,"published_at":76},"5878a668-282c-4b88-b2b8-7eef40b7938c","LFM2.5-2.6B：2.5GB 内存跑本机 Agent 220 tok\u002Fs","lfm2-5-2-6b-on-device-agent","2026-08-11T00:00:00+00:00",{"id":78,"title":79,"news_slug":80,"published_at":81},"79c1684f-f61d-4799-b3d0-6450c4ad10e8","Muse Glimmer:Meta 把 30B 「常驻本地的智能体」开源,把 Agent 拉到笔记本里 7×24 跑","muse-glimmer-30b-open-agentic-local","2026-08-10T00:00:00+00:00"]