Pai 的 AI 雷达
今天这份简报把代理工具、知识接入和创作/开发工作流的可用能力，与 GitHub Copilot 模型退役、SecurityAdvisory GraphQL 字段增加、GPT-6/Blackwell/DGX Spark 更新及隐私安全研究放在一起；阅读时可先按“能否形成一个可执行步骤”筛选工具，再把平台变更当作接口与兼容性约束，把硬件和研究当作部署、评测与安全判断的依据。
Computer use is now available in public preview in GitHub Copilot CLI and the GitHub Copilot app on macOS and Windows. Copilot can interact with desktop applications on your behalf (e.g., reading accessible app content and visual context, clicking controls, entering and editing t
The macOS 14 runner image will be retired on November 2, 2026. To raise awareness of the upcoming removal, jobs using macOS 14 will temporarily fail during the following scheduled brownout periods: October 5, 14:00 UTC to October 6, 00:00 UTC October 12, 14:00 UTC to October 13,
This changelog covers VS Code v1.136 through v1.140 , shipped throughout September 2026. September’s releases streamline agent-driven development from implementation through pull request merge. Automations handle repeatable tasks, agent merge helps land changes, and improved sess
Last call for regular tickets for AI Engineer NYC ! See you in 2 weeks! As an exclusive for Latent Space subscribers, the first 30 of you can take a 30% off code if it helps (for new tickets only, no refunds). Pi is often mentioned in the same breath as OpenClaw, as we did earlie
Multilingual self-supervised speech models can benefit from sharing information across languages, but under a matched total pretraining data budget they still fall short of monolingual models. We show that strengthening the model’s ability to discriminate languages during pretrai
Discrete diffusion, including remasking and uniform-state samplers, generate a sequence by writing multiple token positions per step, drawing each from a per-position distribution and choosing which positions to write from those same distributions. For domains of general interest
Advanced AI may matter most for the routine work behind breakthrough ideas. Explore why execution could shape the next economy and the pace of progress.
Open source maintainers are receiving more low-quality and automated vulnerability reports, which can bury the reports that matter. Rate limits cap how many new reports a single account can submit in a day, both to your repository and across GitHub. This helps protect you from bu
The AI Agent that does 95% of your GEO work Discussion | Link
AI agents that fix production before you wake up Discussion | Link
The AI agent that writes your LinkedIn posts in your voice Discussion | Link
Agentic content platform to create and localize content Discussion | Link
Apple will add new limits for "full disk access" on Mac in response to risks posed by AI agents, as reported earlier by TechCrunch . In an update on Friday , Apple says it's rolling out new controls to "ensure that users who genuinely wish to grant an app this extraordinary level
Apple says it will add new controls around macOS’s Full Disk Access permission, warning that increasingly capable AI agents make broad access to users’ files, messages, mail, and browsing history riskier.
Black Forest Labs 的 FLUX 3 Image 现已上线 OpenRouter，是支持文生图与多参考编辑的旗舰图像模型，原生可渲染至 4K。原文提到可精确多轮编辑不动其他像素、用 bounding box 布局、最多用 10 个参考图合成，商业权重已开放，开放权重版将在未来数周发布。 🔗 阅读原文 via AIHOT · https://aihot.news/items/x1x0d5mqj4y384t9fcq4415kj
ChatGPT 官方宣布推出 Finances 财务管理功能，入口为 http://chatgpt.com/finances。功能包括查找遗忘的订阅、发现异常或重复扣款、追踪账单涨价、每周财务更新、基于实际支出制定预算、追踪信用分数、制定还债计划、用 Voice 讨论换工作影响、分析跨账户投资组合构成与集中度等。 🔗 阅读原文 via AIHOT · https://aihot.news/items/ouqidz9vopsnd1srzkmfz4zmn
Oct 1, 2026ScienceClaude-shaped science
As it opens a new location, the social club prepares grant applications in 2 hours instead of 3 days and liquor-license materials in 3 hours instead of 4 days.
New helpful little guy just dropped. | Photo: Allison Johnson / The Verge It's a tale as old as last week: OpenAI's new agent platform , called Dots, is full of cute little guys who can do your bidding. But unlike the ultra-approachable Meta Muse, Dots feel very much like using w
This week, the White House got nearly every major tech CEO in one room — Zuckerberg, Bezos, Musk, and Anthropic’s Dario Amodei among them — to sign an AI safety pledge that President Donald Trump called “morally binding.” Trump also signed an executive order officially rebranding
Claude Desktop on Amazon Bedrock provides powerful AI assistance, but without integrated web search, responses are limited to the model’s training knowledge cutoff. When you need current information, such as recent documentation updates, live pricing, or weather updates, the mode
曝苹果进军智能家居，拟于 10 月 13 日推出家庭中枢 iPhone 18 Pro 中国首销 3 天销量超上代首周，苹果周份额达 33% Google 发布 Gemini 4 Argon，先向网络防御者开放测试 机构预计 iPhone Duo 年内销量约 600 万部 DeepSeek 开源昇腾平台基础组件，覆盖算子、计算与跨卡通信 Anthropic IPO 材料曝光，近半收入来自亚马逊与Google 云渠道 集邦：第四季度 DRAM 合约价预计再涨 10%—15%，消费端仍承压 快手成立「企业 AI 生产力」组织，于越转任可灵 CEO 江淮确认与华