Meta 宣布发行新的无投票权股票类别,为 AI 投入筹资
Meta 在周三发布的三季度财报中宣布将发行新的无投票权股票类别,用于资助 AI 计划、潜在收购和员工薪酬,交易将于 2027 年开始。CFO Susan Li 表示这将为 AI 驱动的业务投入提供资金灵活性;Meta 今年资本支出预期上调至 1350 亿至 1450 亿美元。
Meta 在周三发布的三季度财报中宣布将发行新的无投票权股票类别,用于资助 AI 计划、潜在收购和员工薪酬,交易将于 2027 年开始。CFO Susan Li 表示这将为 AI 驱动的业务投入提供资金灵活性;Meta 今年资本支出预期上调至 1350 亿至 1450 亿美元。
Grok Bot can now build reports, memos, and dashboards. Ask Bot for a page, then edit it together or have Bot keep it up to date.
Modal 推出 Modal Dojo 训练库,提供构建块、调优配方和可观测性面板,用于生产级 LLM 后训练。
New research: We developed JOLT, a post-training method where one model acts as both teacher and student, with the teacher trained to give feedback the student can use. On MATH, it matched GRPO's accuracy with 6.5x fewer training tokens. https://www.perplexity.ai/hub/blog/a-good-teacher-meets-the-student-where-they-are
We’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent. It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf.
AI 创业公司 Recursive 周三发布免费编程模型 Flint,可在笔记本上运行,公司称其自动化研究系统 Eureka Machine 参与了从预训练到后训练和推理的几乎全部开发环节,小团队不到四个月从零完成。
PyTorch 团队发布 TorchTitan 平台的重大更新,新增对 Muse Spark Open、Qwen3-VL、Qwen3.5、Kimi K2.7/K3、DeepSeek-V4 等开源模型的完整训练支持,覆盖 5D 并行。
Grok Bot can now build reports, memos, and dashboards. Ask Bot for a page, then edit it together or have Bot keep it up to date.
Introducing Flint, @Recursive_SI’s first model: a fast local coding model built with our automated research system, the Eureka Machine. • Best-in-class fast local coding • Up to 2x faster than comparable models: 125+ tokens/sec on a MacBook Pro, 150+ on RTX Spark • Built from scratch in under 4 months Private, unmetered intelligence on your own machine. Open weights available now on @huggingface, run it locally on your favorite framework or try it for free on @opencode or @pidotdev.
Today we launch SGLang-TorchTPU, built with @Google TPU team and Meta @PyTorch team. We’re excited to see it powering production inference at Meta! SGLang-TorchTPU is a TPU plugin for SGLang that brings: - Top open models on TPU: Muse Spark Open, GLM-5.3 Flash, Kimi K3, Ling 3.1 Flash, MiniMax H3 - SGLang’s production features for large agentic workloads - Custom MegaKernel: Muse Spark Open hits 770 tok/s decode at bs=1 on InferenceX 8K/1K SGLang-TorchTPU is available now: http://github.com/sgl-project/sglang-torchtpu
很高兴 Inferact 成为 M3.1 Flash 的 API 发布合作伙伴! 感谢你们将 vLLM 专长带入此次合作。期待继续携手为复杂的智能体工作负载构建服务基础设施。
Inferact is an API launch partner for MiniMax M3.1 Flash! 🎉 We're working with @MiniMax_AI on production inference for its latest model, built for multi-step automation, real-codebase engineering and visual reasoning. M3.1 Flash scored 29.6 on Agents’ Last Exam (ALE), alongside 72.5% on AutomationBench-AA and 73.67% on DeepSWE—capabilities that matter when agents need to plan work, use tools and carry tasks through. Our contribution is the serving stack: bringing our vLLM engineering and the Inferact Platform to the collaboration. Thanks to the MiniMax team for the partnership. Explore the model and API integration: https://platform.minimax.io/docs/guides/text-generation
We’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent. It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf.
We’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent. It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf.
Every 获得早期试用权限,评测 Anthropic 今日以研究预览形式推出的常驻个人智能体 Claude Duet。
让你的 @bot 为你构建指标和工作的交互式仪表盘,时刻保持井然有序!
Grok Bot can now build reports, memos, and dashboards. Ask Bot for a page, then edit it together or have Bot keep it up to date.
Grok Bot can now build reports, memos, and dashboards. Ask Bot for a page, then edit it together or have Bot keep it up to date.
We’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent. It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf.
a16z 作者 Zain Asgar 撰文回顾1990年代专用芯片为何败给通用微处理器,认为 Dennard 扩缩终结、每晶体管成本停滞和内存墙正让历史条件反转。
Anthropic 推出 Claude Duet,一款会主动提示需要用户关注事项、在放下手机后继续工作的应用,它会判断哪些事需要用户、哪些可以等待,并在代替用户行动前先确认。研究预览版面向美国 Pro 和 Max 订阅者开放候补名单,入口为 https://claude.com/claude-duet。
同一件事,精选收录的是《Anthropic 开启 Claude Duet 研究预览,Claude 以主动式智能体接管日常工作》
Grok Bot 现在可以构建报告、备忘录和仪表盘。 向 Bot 请求一个页面,然后一起编辑,或让 Bot 持续保持更新。
Grok Bot can now build reports, memos, and dashboards. Ask Bot for a page, then edit it together or have Bot keep it up to date.
Walmart 于周三宣布推出 Agent Gateway,一个基于 MCP 协议的服务器,让经批准的 AI 智能体搜索 Walmart 库存并代用户下单,覆盖 Walmart 和 Sam's Club。
OpenAI 发布“赋能网络防御者”蓝图,是其前沿 AI 民主治理系列第二部分,建立在早前网络安全行动计划与前沿安全蓝图之上。蓝图面向政府和行业提出三类具体建议:明确前沿模型与智能体的安全责任、危险行为检测和可靠关停控制;为防御者提供先进工具与培训并替换过时系统;强化政府评估、独立技术评估与统一事件报告。OpenAI 称当前仍处于“防御者窗口”,呼吁政策制定者立即行动。
Grok Bot can now build reports, memos, and dashboards. Ask Bot for a page, then edit it together or have Bot keep it up to date.
Claude 于 10 月 21 日向 Pro 和 Max 套餐用户开放 Claude Duet 研究预览,这是一款让 Claude 以主动式智能体方式工作的新应用。官方提示更多信息可参见博客文章 Introducing Claude Duet。
OpenAI 的 GPT-5.6 Sol 与 Google 的 Gemini 4 Argon 等大语言模型发现了影响全球数百万网站的 PHP 关键漏洞,OpenAI 称其为 Patch-the-Planet 计划中影响最大的安全问题之一。
同一件事,精选收录的是《OpenAI 披露 Patch the Planet 计划借助 GPT-5.6 Sol 发现 PHP 关键漏洞并协调全球修复》
HCLTech 成为 Claude Partner Network 的 Global Premier 合作伙伴,将设立专门的 Anthropic 业务单元与卓越中心,为客户构建基于 Claude 的智能体方案。
Anthropic 开启 Claude Duet 研究预览,一款让 Claude 作为主动式智能体工作的独立应用,已登陆 iOS、Android 和 claude.ai,面向美国 Pro 和 Max 用户开放候补名单。
推荐理由:原文给出 Claude Duet 的运行机制、安全设计和使用限制,读者可以据此判断这款主动式智能体是否值得加入工作流。
Walmart 宣布下月起允许用户把自己的 AI 智能体接入其网站购物,并支持在 Sam's Club 使用。用户可通过新的 Agent Profiles 审批购买、设置消费限额(如最高 100 美元)并随时关闭智能体;Walmart 还构建了基于 MCP 开放标准的 Agent Gateway,让智能体绕过浏览器直接接入,同时不向其开放购物历史和个人信息。
OpenAI 与 Google 达成合作,GPT 6.1 全系模型(Astra、Sol、Luna)将在未来几周上线 Google Cloud 的 Model Garden,并出现在其智能体编程工具 Antigravity 中。
微软研究院的 Proof-Driven Development(PDD)Kit 将开发者意图转成形式化规格,再用形式化验证证明生成的代码符合规格,以应对 AI 智能体写代码增多后的正确性问题。
We’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent. It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf.
Recursive 发布开源权重编码模型 Flint,采用 40B 参数 MoE 架构,每 token 激活约 2.5B 参数,以 Apache 2.0 许可发布。
Anthropic 发布首份年度公共利益报告,按技术安全、安全法律、民主稳定、繁荣与共享收益五大章程支柱自查并承认每项都有缺口。
Anthropic is a Public Benefit Corporation. Today, we’re publishing our annual Public Benefit Report. This report shares our five pillars and takes stock of the actions we’re taking to advance them. Read the full report at this page: https://www.anthropic.com/public-benefit-charter
Claude Security now keeps up with your code as it changes. Connect your repositories once. Claude runs a deep first scan, then re-scans as changes land, so findings stay close to the current state of your code. In public beta on Claude Enterprise.