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2026-10-07 AI 日报

统计日时区:America/Los_Angeles · 已结算

docker/docker-agent · morluto/rea · DuarteSantos8/openGym

在应用中阅读本期

开源项目

  1. docker/docker-agent

    AI Agent Builder and Runtime by Docker Engineering

  2. morluto/rea

    Reverse engineer anything with agents, from app behavior down to native binaries.

  3. DuarteSantos8/openGym

    Self-hosted gym & body-weight tracker — plan routines, log workouts (supersets, warm-ups, cardio), see which muscles are trained, fatigued or detrained,…

  4. tashfeenahmed/freellmapi

    7.4 billion tokens per month. 34 free LLM providers. 635 free model endpoints. All behind one /v1 endpoint, plus any custom OpenAI-compatible endpoint. Smart…

  5. cathrynlavery/diagram-design

    Editorial diagram design for Claude Code, Codex, GitHub Copilot, Factory Droid, and Pi. 42 diagram types. Self-contained HTML + SVG. No shadows. No Mermaid…

  6. CursorTouch/Windows-MCP

    MCP Server for Computer Use in Windows

  7. Vincentwei1021/video-shotcraft

    AI video skill for Claude Code & Codex — cinematic product videos with Remotion: 152 shot recipe cards, 209 motion previews, a production-ready template

  8. Panniantong/Agent-Reach

    Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

  9. xerj-org/xerj

    XERJ is the new way for AI to search data. Its autoindex capability activates agents to know your data without the token waste of grep and sed. One command…

  10. Autumn-27/ARTEX

    AI 自主渗透测试系统 | 百度“agent+”攻防挑战赛冠军项目

论文

  1. DuoMatching: Joint-Marginal Distribution Matching for Few-Step Video Generation

    Streaming video generation has benefited from distribution matching distillation (DMD), which matches the joint distribution of video frames to a video…

  2. Rethinking Cross-Tokenizer On-Policy Distillation: From Alignment Coverage to Supervision Reliability

    On-Policy Distillation (OPD) trains a student on its own generations using teacher feedback. With different tokenizers, comparing teacher and student…

  3. NeMo-DCR: Bit-Exact Delta-Compressed Refit for Scalable Agentic RL at Trillion-Parameter Scale

    Agentic reinforcement learning (RL) disaggregates training from rollout, so each policy update must reach the rollout clusters before the next batch.…

  4. EVISKILL: Grounding Skill Evolution in Replayable Evidence

    Continual skill evolution enables LLM agents to accumulate and refine reusable procedural knowledge from interaction experience without updating model…

  5. TRACE: Rollout-Guided Quantization-Aware Training for FP4 Reinforcement Learning of MoE Language Models

    Reinforcement learning (RL) for post-training large language models (LLMs) incurs substantial computation and memory overhead during rollout generation, which…

  6. From Evidence to Action: How Tool-Using Agents Fail

    Tool-using agents make consequential changes to external state, yet correct outcomes do not guarantee that their actions were supported by evidence…

  7. HuatuoGPT-3: RL-Only Domain Adaptation from Base Models

    Domain adaptation aims to turn a general-purpose large language model (LLM) into an expert for a target domain. While the dominant SFT+RL pipeline offers a…

  8. TRIAGE: Direction-Aware Mismatch Stabilization of Native NVFP4 Reinforcement Learning

    Low-precision execution can substantially accelerate reinforcement learning (RL) for large language models, but discrepancies between learner and sampler…

  9. Taming VLAs under Robot Execution Errors: Self-Compensation and Stress Testing

    Vision-language-action (VLA) policies often fail when a robot's executed motion deviates from their commanded action. Such execution errors arise from the…

  10. Selection-Based Structured Reasoning: Toward Efficient Multimodal Search Agents

    Multimodal agents commonly generate free-form reasoning before each action. For small models, limited model capacity can result in lengthy reasoning that…

行业新闻

  1. GPT‑6 and Intelligent UI for everyone

  2. Claude Haiku 5.5

    Introducing Claude Haiku 5.5: the cheapest, fastest, and most capable small model we’ve ever released. Claude Haiku 5.5 is designed for high-volume,…

  3. Meta and Microsoft take steps to reduce employee usage of Claude AI

  4. Navier–Stokes Lost in Translation

    arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that…

  5. Port of the TypeScript compiler, checker and lsp to Rust, by LLM

  6. Docker Agent: AI Agent Builder and Runtime by Docker

  7. Show HN: Agent.reviews – Where AI agents read and write reviews on tools

    Hi HN! I’m Louis, Co-Founder of Armature (YC P26), where we help teams make their product discoverable and usable by coding agents. We already measured 50k+…

  8. Study: Claude, ChatGPT Offer Different Shopping Prices Based on Wealth

  9. Write Like It's 1866: LLMs Relearn Telegraphese

  10. I'm not paying $20 for ChatGPT or Claude because a free local LLM does

社区动态

  1. GPT-6 and Intelligent UI, now rolling out in ChatGPT for everyone.

    GPT-6 and Intelligent UI, now rolling out in ChatGPT for everyone. Intelligent UI in ChatGPT delivers fast, interactive answers that make everyday questions…

  2. Our SynthID technology lets you easily verify if an image, video, or audio file is AI-generated, and today we’re…

    Our SynthID technology lets you easily verify if an image, video, or audio file is AI-generated, and today we’re expanding access. Now anyone can go to…

  3. SynthID Detector is now available to everyone.

    SynthID Detector is now available to everyone. 🌐 Check whether online content was generated using @GoogleAI, or with tools from our industry partners –…

  4. We're sharing progress on ChatGPT for Teens, our ChatGPT experience for people under 18, alongside a preview of…

    We're sharing progress on ChatGPT for Teens, our ChatGPT experience for people under 18, alongside a preview of College Planner, new study tools, and support…

  5. GPT-6 and Intelligent UI for everyone

  6. llama: add a GPU cache for MoE experts kept in host memory by am17an · Pull Request #29887 · ggml-org/llama.cpp

    Potentially big speedup for MoE models that don’t fully fit in VRAM. Are you GPU Poor? Show your speedups;) update…

  7. Happy Gemini 4 Argon day to everyone!

    Happy Gemini 4 Argon day to everyone!

  8. Build richer, more interactive plugins for ChatGPT.

    Build richer, more interactive plugins for ChatGPT. With plugin extensions, you can launch plugins from the sidebar, support @ mentions, and add file viewers.…

  9. Introducing Claude Haiku 5.5

  10. feat: add GLM5Next MTP, optimize by pwilkin · Pull Request #29928 · ggml-org/llama.cpp

    now you can use GLM 5 Flash MTP locally

官方发布

  1. GPT-6 and Intelligent UI for everyone

    GPT‑6 is rolling out globally in ChatGPT with Intelligent UI, delivering faster responses with visuals and interactive experiences you can explore and use…

  2. We've launched Claude Haiku 5.5 (claude-haiku-5-5), our most capable model tuned for high-volume and latency-sensitive…

    We've launched Claude Haiku 5.5 (claude-haiku-5-5), our most capable model tuned for high-volume and latency-sensitive work. It has a 1M token context window,…

  3. Supercharge your development with the Google Developer Knowledge API ecosystem

    Google is launching the Developer Knowledge API and MCP Server in public preview. This new toolset provides a canonical, machine-readable way for AI…

  4. Sharing AI progress in mathematics

    OpenAI publishes new results on open problems in mathematics from an internal frontier model and shares Lean proof formalizations and research details on…

  5. Mistral Large 4 (mistral-large-4) is now available in Public Preview.

    Mistral Large 4 (mistral-large-4) is now available in Public Preview. For details, see the Mistral Large 4 model card . Mistral Large 4 is an open-weight,…

  6. The Python and TypeScript SDKs now include classes, in beta, for the browser use tool and the computer use tool.

    The Python and TypeScript SDKs now include classes, in beta, for the browser use tool and the computer use tool. You subclass one and write one method per…

  7. With limited networking, creating a session fails with a 400 error when an enabled web tool's allowed_domains has an…

    With limited networking, creating a session fails with a 400 error when an enabled web tool's allowed_domains has an entry not within allowed_hosts. So does a…

  8. Helping teens learn, plan, and shape the future of AI

    College Planner is coming to ChatGPT for Teens to help students manage college applications, alongside new flashcards, quizzes, and a teen AI council.

  9. Why Data Centers Are Such a Big Part of Meta’s AI Approach

    Developer and creator Tom Shaw sat down with Meta’s Head of Infrastructure, Santosh Janardhan, to talk about why we need data centers and how Meta is leading…

  10. Introducing Mistral Large 4