生数科技Motubrain 2.0开启训练全流程公开直播,持续半个月
生数科技世界模型团队10月21日开启Motubrain 2.0训练全流程公开直播,计划持续半个月,展示这款即将开源的具身模型从训练、测试到能力迭代的过程。直播涵盖预训练、后训练、Agent任务执行和RSI(递归自我改进)探索四个环节,尝试打开具身模型训练的“黑盒”。
生数科技世界模型团队10月21日开启Motubrain 2.0训练全流程公开直播,计划持续半个月,展示这款即将开源的具身模型从训练、测试到能力迭代的过程。直播涵盖预训练、后训练、Agent任务执行和RSI(递归自我改进)探索四个环节,尝试打开具身模型训练的“黑盒”。
NVIDIA 在 GTC Berlin 展示本地 AI 硬件全线产品并公布多项更新:上周发布的 RTX Spark 面向 Windows PC 运行个人智能体,DGX Spark 64GB 于 10 月 23 日由合作伙伴开售,DGX Station 的 Windows 版本预计 12 月推出。
2026年10月,专注游戏反编译进度追踪的网站decomp.dev宣布停用公共项目索引与新增项目功能,创办者称AI已能显著加快匹配式反编译,但部分参与者借此快速分叉他人项目或抢先推出低质量PC移植版,使进度排行榜弊大于利。
Amazon SageMaker JumpStart 在 2026 年 1 月至 9 月新增超 100 个模型,覆盖 30 家提供商。阿里 Qwen 贡献 29 个模型,NVIDIA 17 个,Mistral 7 个,Google 6 个 Gemma 4 变体,IBM 和 Cohere 各 4 个。新增模型重点覆盖多模态、量化与紧凑模型以及图像视频生成能力。
The AI Builder Program is expanding across Europe with $10M in total support across compute grants, capital, and community programs. Are you building open models, developer tools, or applications on top of them? The program helps builders go from experimentation to scale-up through: - Compute grants for selected projects in areas such as open models, coding agents, post-training, and evals - VC connections to help turn open source projects into companies - Hackathons and demo days with communities including @AITinkerers, @techeurope_ , and @esra_robotics to build, connect, and share your work We’re kicking off the European expansion this week at #NVIDIAGTC Berlin with @NVIDIAAI, @Accel, and a network of European VCs. Building AI in Europe? Details below. 👇
Latent Space 正在试播新节目 High Taste Testers,把旧金山的午餐闲聊搬上节目,首期话题从 Dev Day 延伸到最新模型与助手。同期 AI 新闻汇总中,Meta 发布 816B 总参数、42B 激活的 MoE 开源模型 Muse Spark Open,Artificial Analysis 智能指数得分 39,为美国开源模型最高。
Goodfire 的 Nick Cammarata 发布文章提出“神经网络已经足够清晰”,认为许多被视为多义性和叠加的案例经进一步智能体分析后可以解读,并称 2023 年 OpenAI 自动化可解释性工作只找到约 2% 可读神经元,很多著名多义性案例被误读。
Open Source AI Week started with a handful of events and a community bringing people together. Now in its third year, we have 65 events on the calendar—and we kick off tomorrow! Explore the lineup: https://opensourceaiweek.com/ Four highlights: 🎉 Tomorrow, Oct 16: Official Kickoff Party, hosted by Hugging Face https://luma.com/OpenTogether 🛠️ Saturday–Sunday, Oct 17–18: ExecuTorch Hackathon https://luma.com/executorch-hackathon 🎙️ Monday night, Oct 19: Open Weight Debates https://luma.com/592fcwx2 🏆 Next Friday, Oct 23: Open Source AI Awards Night, capping off the week https://luma.com/7ebvz0oq The Open Intelligence Foundation (@open_intel_fdn) is proud to be this year’s organizer, alongside a dedicated volunteer team and 32 backing organizations. Our commitment: • Official events will always be free and community-run. • We’ll work to bring the community together to plan diverse, high-value events at no cost, accessible to everyone. • We will never decline an event because it overlaps with one of ours. That goes against the spirit of open source and community. A shared calendar should create more opportunities to participate, collaborate, and learn. I’m proud to have been involved this year and grateful to everyone who made it happen. Thank you to our sponsors: @GoogleDeepMind, @Azure, @arcee_ai, @SemiAnalysis_, and @NEARProtocol Foundation. And our event hosts: @github, @fdotinc, @hackersquadio, @OSS4AI, @Qualcomm, @AIatMeta, @huggingface , @allen_ai, @MiniMax_AI, @UnslothAI, @PrimeIntellect, @NousResearch, @openclaw Foundation, @vllm_project, @lmsysorg, @inferact, @radixark and @anyscalecompute. Find the events that interest you and join us! https://opensourceaiweek.com/ #OpenSourceAIWeek #OpenIntelligence
NVIDIA 在都柏林 AI in Science Summit 上加入欧盟委员会发起的 AI in Science Enablers Initiative,为欧洲科研社区提供加速工具、算力与培训支持。
两个月后,MiniMax H3 的热度依然🔥。 更多内容即将到来👀
𝖶𝖾 𝗁𝖺𝗏𝖾 𝗃𝗎𝗌𝗍 𝗈𝗉𝖾𝗇-𝗌𝗈𝗎𝗋𝖼𝖾𝖽 𝗈𝗎𝗋 𝗏𝖺𝗋𝗂𝖺𝗇𝗍 𝗈𝖿 𝖵𝖢 𝖠𝗍𝗍𝖾𝗇𝗍𝗂𝗈𝗇 𝖿𝗈𝗋 𝖭𝖵𝖨𝖣𝖨𝖠 𝖡𝗅𝖺𝖼𝗄𝗐𝖾𝗅𝗅: 𝗮𝗯𝗼𝘂𝘁 𝟮× 𝘁𝗵𝗲 𝘀𝗽𝗲𝗲𝗱 𝗼𝗳 𝗕𝗙𝟭𝟲 𝗙𝗹𝗮𝘀𝗵𝗔𝘁𝘁𝗲𝗻𝘁𝗶𝗼𝗻 𝗼𝗻 𝗕𝟮𝟬𝟬 𝖿𝗈𝗋 𝗆𝗈𝖽𝖾𝗅𝗌 𝗅𝗂𝗄𝖾 @MiniMax_AI 𝐌𝐢𝐧𝐢𝐦𝐚𝐱 𝗛𝟑. 𝖠𝗅𝗈𝗇𝗀 𝗍𝗁𝖾 𝗐𝖺𝗒, 𝗐𝖾 𝗆𝖺𝖽𝖾 𝗌𝖾𝗏𝖾𝗋𝖺𝗅 𝗂𝗆𝗉𝗋𝗈𝗏𝖾𝗆𝖾𝗇𝗍𝗌 𝖻𝖾𝗒𝗈𝗇𝖽 𝗍𝗁𝖾 𝗈𝗋𝗂𝗀𝗂𝗇𝖺𝗅 𝗉𝖺𝗉𝖾𝗋, 𝗉𝗎𝗌𝗁𝗂𝗇𝗀 𝗉𝖾𝗋𝖿𝗈𝗋𝗆𝖺𝗇𝖼𝖾 𝗺𝗼𝗿𝗲 𝘁𝗵𝗮𝗻 𝟮𝟬% 𝗳𝘂𝗿𝘁𝗵𝗲𝗿 - 𝗇𝗈𝗐 𝗐𝗂𝗍𝗁𝗂𝗇 𝟥𝟢% 𝗈𝖿 𝗍𝗁𝖾 𝖽𝖾𝗇𝗌𝖾 𝖺𝗍𝗍𝖾𝗇𝗍𝗂𝗈𝗇 𝗄𝖾𝗋𝗇𝖾𝗅𝗌 𝗐𝖾 𝗋𝗎𝗇 𝗂𝗇 𝗉𝗋𝗈𝖽𝗎𝖼𝗍𝗂𝗈𝗇, 𝗐𝗁𝗂𝗅𝖾 𝗋𝖾𝗊𝗎𝗂𝗋𝗂𝗇𝗀 𝗌𝗂𝗀𝗇𝗂𝖿𝗂𝖼𝖺𝗇𝗍𝗅𝗒 𝗅𝖾𝗌𝗌 𝖼𝖺𝗅𝗂𝖻𝗋𝖺𝗍𝗂𝗈𝗇 𝖺𝗇𝖽 𝗇𝗈 𝖿𝗂𝗇𝖾-𝗍𝗎𝗇𝗂𝗇𝗀. 𝐈𝐧𝐟𝐞𝐫𝐞𝐧𝐜𝐞 𝐨𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧 𝖼𝗈𝗆𝖾𝗌 𝖽𝗈𝗐𝗇 𝗍𝗈 𝗍𝗐𝗈 𝗍𝗁𝗂𝗇𝗀𝗌: 𝗄𝖾𝗋𝗇𝖾𝗅𝗌 𝖺𝗇𝖽 𝗋𝖾𝖼𝗂𝗉𝖾𝗌. 𝖦𝗋𝖾𝖺𝗍 𝗄𝖾𝗋𝗇𝖾𝗅𝗌 𝗉𝗎𝗌𝗁 𝗁𝖺𝗋𝖽𝗐𝖺𝗋𝖾 𝖼𝗅𝗈𝗌𝖾𝗋 𝗍𝗈 𝗂𝗍𝗌 𝗅𝗂𝗆𝗂𝗍𝗌. 𝖦𝗋𝖾𝖺𝗍 𝗋𝖾𝖼𝗂𝗉𝖾𝗌 𝗍𝗎𝗋𝗇 𝗍𝗁𝖺𝗍 𝗌𝗉𝖾𝖾𝖽 𝗂𝗇𝗍𝗈 𝗋𝖾𝖺𝗅 𝗌𝗒𝗌𝗍𝖾𝗆𝗌. 𝖶𝗁𝖾𝗇 𝗌𝗍𝗋𝗈𝗇𝗀 𝗄𝖾𝗋𝗇𝖾𝗅𝗌 𝖺𝗋𝖾 𝗈𝗉𝖾𝗇, 𝗐𝗁𝖺𝗍 𝗆𝗂𝗀𝗁𝗍 𝗁𝖺𝗏𝖾 𝖻𝖾𝖾𝗇 𝗈𝗇𝖾 𝖼𝗈𝗆𝗉𝖺𝗇𝗒’𝗌 𝗆𝗈𝖺𝗍 𝖼𝖺𝗇 𝖻𝖾𝖼𝗈𝗆𝖾 𝖾𝗏𝖾𝗋𝗒𝗈𝗇𝖾 𝖾𝗅𝗌𝖾’𝗌 𝖿𝗈𝗎𝗇𝖽𝖺𝗍𝗂𝗈𝗇. 𝖬𝗎𝖼𝗁 𝗈𝖿 𝗐𝗁𝖺𝗍 𝗐𝖾’𝗏𝖾 𝖻𝗎𝗂𝗅𝗍 𝖺𝗍 𝖬𝖺𝖼𝗁𝖦𝖾𝗇 𝗌𝗍𝖺𝗇𝖽𝗌 𝗈𝗇 𝗒𝖾𝖺𝗋𝗌 𝗈𝖿 𝗈𝗉𝖾𝗇 𝗋𝖾𝗌𝖾𝖺𝗋𝖼𝗁 𝗌𝗁𝖺𝗋𝖾𝖽 𝖻𝗒 𝗉𝖾𝗈𝗉𝗅𝖾 𝗐𝖾 𝗆𝖺𝗒 𝗇𝖾𝗏𝖾𝗋 𝗆𝖾𝖾𝗍. 𝖮𝗉𝖾𝗇-𝗌𝗈𝗎𝗋𝖼𝗂𝗇𝗀 𝗍𝗁𝗂𝗌 𝗂𝗌 𝗈𝗎𝗋 𝗌𝗆𝖺𝗅𝗅 𝗐𝖺𝗒 𝗈𝖿 𝖼𝗈𝗇𝗍𝗂𝗇𝗎𝗂𝗇𝗀 𝗍𝗁𝖺𝗍 𝖼𝗒𝖼𝗅𝖾 - 𝖺𝗇𝖽 𝗀𝗂𝗏𝗂𝗇𝗀 𝗍𝗁𝖾 𝗇𝖾𝗑𝗍 𝖻𝗎𝗂𝗅𝖽𝖾𝗋 𝖺 𝗁𝗂𝗀𝗁𝖾𝗋 𝗉𝗅𝖺𝖼𝖾 𝗍𝗈 𝗌𝗍𝖺𝗋𝗍. 𝖡𝗅𝗈𝗀: https://lnkd.in/g-FK553s 𝖢𝗈𝖽𝖾: https://lnkd.in/ge9x4Vjt 𝖬𝗈𝗋𝖾 𝗍𝗈 𝖼𝗈𝗆𝖾.
我们 Hub 上的模型数量刚刚突破 300 万 🤗 社区正加速迈向一个开放、分布式的未来——开放 AI 无处不在,人人可用 🚀
我们正与 Open Secure Alliance 合作制定安全事件学习指南,共同为安全事件建立更好的审查、披露与控制机制。
Security is strongest when organizations collaborate openly and move quickly. Now over 120 members strong, the Open Secure AI Alliance is sharing new open source security contributions, including new proposed SAFE guidelines, for turning confidential incident findings into stronger protection across the ecosystem.
Thinking Machines Lab exists to empower humanity through advancing collaborative general intelligence. We're building multimodal AI that works with how you naturally interact with the world - through conversation, through sight, through the messy way we collaborate. We're excited that in the next couple months we’ll be able to share our first product, which will include a significant open source component and be useful for researchers and startups developing custom models. Soon, we’ll also share our best science to help the research community better understand frontier AI systems. To accelerate our progress, we’re happy to confirm that we’ve raised $2B led by a16z with participation from NVIDIA, Accel, ServiceNow, CISCO, AMD, Jane Street and more who share our mission. We’re always looking for extraordinary talent that learns by doing, turning research into useful things. We believe AI should serve as an extension of individual agency and, in the spirit of freedom, be distributed as widely and equitably as possible. We hope this vision resonates with those who share our commitment to advancing the field. If so, join us. https://thinkingmachines.paperform.co/
🚨 CRITICAL: Active supply chain attack on axios -- one of npm's most depended-on packages. The latest axios@1.14.1 now pulls in plain-crypto-js@4.2.1, a package that did not exist before today. This is a live compromise. This is textbook supply chain installer malware. axios has 100M+ weekly downloads. Every npm install pulling the latest version is potentially compromised right now. Socket AI analysis confirms this is malware. plain-crypto-js is an obfuscated dropper/loader that: • Deobfuscates embedded payloads and operational strings at runtime • Dynamically loads fs, os, and execSync to evade static analysis • Executes decoded shell commands • Stages and copies payload files into OS temp and Windows ProgramData directories • Deletes and renames artifacts post-execution to destroy forensic evidence If you use axios, pin your version immediately and audit your lockfiles. Do not upgrade.
推荐理由:作者以自身系统排查为例,说明未锁定版本的依赖如何让一次投毒扩散到普通用户。
作为我们对开放协作科学承诺的一部分,我们正通过资助计划扩大研究人员和讲师对 Tinker 的免费访问。
Today we’re announcing research and teaching grants for Tinker: credits for scholars and students to fine-tune and experiment with open-weight LLMs. Read more and apply at: https://thinkingmachines.ai/blog/tinker-research-and-teaching-grants/