2026-10-31 AI 日报

开源项目

1. Orkas-AI/Orkas

   Orkas is an open-source (MIT), local-first AI team for your desktop: a Commander turns your goal into to-dos and coordinates 16 built-in specialist agents…

2. anomalyco/hex

   Local-first voice dictation for macOS. Hold a shortcut, speak, and paste into any app. Native Rust, on-device speech recognition, and a Linux beta.

3. patchy631/ai-engineering-hub

   In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

4. milind-soni/OpenMausBot

   Open-source Grok Bot alternative with a virtual machine that bots can use

5. morluto/rea

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

6. thedotmack/claude-mem

   Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context…

7. Donchitos/Claude-Code-Game-Studios

   Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skills, and a complete coordination system mirroring real studio hierarchy.

8. HKUDS/DeepTutor

   DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.

9. THU-MAIC/OpenMAIC

   Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click

10. ethanplusai/harvey

    Autonomous AI sales agent powered by Claude Code or Codex. Finds prospects, writes cold emails, sends campaigns, handles replies, books meetings. No API keys…

论文

本统计日暂无条目。

行业新闻

1. Anthropic blocks users for anything touching training larger models

2. GPT-5.6 Sol can beat Factorio on peaceful mode

3. Memdoor: A team of 5 Qwen3.8-27B models beats Fable 5 on LiveCodeBench Hard

4. Do the math: How we took over ChatGPT accounts

5. Malware uses LLMs to rank victims by how much they're worth

6. Anthropic takes steps to block Claude from reverse-engineering video games

7. ChatGPT and Codex usage limits merging

8. Anthropic's Claude AI blocks video game cloning and reverse-engineering

9. Leaking Secrets from Air-Gap Computers by Spelling Radio Signals from RAM (2024)

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

10. The Impact of Generative AI on Critical Thinking: Self-Reported (2025)

    https://www.microsoft.com/en-us/research/wp-content/uploads/...

社区动态

1. Shame on @DarioAmodei / Anthropic.

   Shame on @DarioAmodei / Anthropic. I never distilled Claude—rollouts came from a strong open-source model; Claude just helped submit jobs and run analysis.…

2. DeepSeek has open-sourced again! Unveils Super agent architecture

   DeepSeek Harness team published the underlying architecture for its Super-agent, an always-on autonomous agent, as an open-source prototype on GitHub.…

3. Betelgeuse: Running Qwen 3.8 Flash Next at 22 tok/s sustained (spiking to 48 tok/s) on an RTX 3060 12GB + 16GB DDR4 RAM 100% bit-exact!

   About two months ago I posted here about trying to predict which MoE experts get used on the next token to speed up CPU/GPU offload on Qwen 3.6 35B. Quick…

4. DeepSeek Harness team published the underlying architecture for their Super-agent, an always-on autonomous agent, as an open-source prototype on GitHub.

5. 1/3 A CPU inside an LLM is one thing, but running another LLM inside an LLM would be taking things a bit too far,…

   1/3 A CPU inside an LLM is one thing, but running another LLM inside an LLM would be taking things a bit too far, wouldn't it? Anyways, here's an LLM running…

6. Jiahao Shao on X: "Shame on @DarioAmodei / Anthropic. I never distilled Claude—rollouts came from a strong open-source model; Claude just helped submit jobs and run analysis. Still got tagged for "training a competitor," and now anything touching RFT, SFT, or training larger models gets me blocked

7. Betelgeuse running Qwen 3.8 Flash Next IQ4_XS at 24 tok/s on 2x8GB DDR4 (14 tok/s on a single 16GB stick) + RTX 3060 12GB — 0 dropped experts, 100% byte-exact

   In my last thread on Betelgeuse (bel-cli / bel-server), the main pushback in the comments was: "Okay cool, 22 tok/s on IQ2_XS, but 2-bit is too low—what…

8. Anthropic's Claude AI blocks video game cloning and reverse-engineering — sweeping new restrictions also hit legitimate developers and basic troubleshooting tasks

9. Well, my local AI addiction officially got out of hand tonight.

   Met a guy off Facebook Marketplace and scored 2x RTX 3090 Founders Editions for €1,700. The problem? I already had one 3090 FE. I am now sitting in my room…

10. Hierarchical detection of neonatal brain pathologies using a two-stage deep learning framework from magnetic resonance imaging [R]

官方发布

1. GPT-6.1 Sol helps CodeRabbit strengthen security across complex codebases

   CodeRabbit uses GPT-6.1 Sol to investigate security risks across complex codebases. Its security agent helps developers review findings and proposed fixes.

2. Genie 4: A new generation of world simulation

   Genie 4: our new world model unlocking unprecedented realism in real-time simulation.

3. Working with academic communities to build scientific understanding

   OpenAI shares model results on the Kakeya conjecture, Exponential Time Hypothesis, and quantum chromodynamics—and how researchers can verify and build on them.

4. Fair use benefits everyone

   OpenAI shares excerpts from court briefs by creators, academics, accessibility advocates, and legal experts, among others, on how fair use supports AI…

5. Computer Use generally available (GA)

   Released the Computer Use tool to general availability (GA) across the Interactions and GenerateContent APIs.

6. We’ve deprecated fast mode for Claude Opus 4.8, with removal on November 30, 2026.

   We’ve deprecated fast mode for Claude Opus 4.8, with removal on November 30, 2026. After removal, requests to claude-opus-4-8 with speed: "fast" will return…

7. Le Chonk: Built for Coders, Trusted by Defenders.

   The weights of Mistral Large 4 (Le Chonk) are now open. A 1T parameter multimodal model, and best open-weight model for coding, trained in Europe.

8. deepseek-ai/dsh-superagent-prototype

   Towards a More Autonomous Agent System

9. We’ve launched the Usage and Cost Analytics API in beta with the analytics-usage-cost-2026-08-24 beta header.

   We’ve launched the Usage and Cost Analytics API in beta with the analytics-usage-cost-2026-08-24 beta header. Its /v1/organizations/analytics/usage and…

10. The Usage and Cost API is now a legacy API, and so are the usage_report, cost_report, user_usage_report, and…

    The Usage and Cost API is now a legacy API, and so are the usage_report, cost_report, user_usage_report, and user_cost_report endpoints of the Claude…