邵猛产品发布
AI 评分65MiniMax Code 团队开源 MCode Stack Agent 工作流与 Skills
We just open-sourced MCode Stack: the actual workflows and skills the MiniMax Code team uses every day to build MiniMax Code. https://t.co/vREt7i8m2M
#开源/仓库#Agent#开源生态
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全部新闻
- 卡兹克AI 评分48
卡兹克用 CLAUDE.md 规则让 Claude 指挥 Codex 操控浏览器
#教程/实践#Agent#MCP/工具调用
- Vaibhav SrivastavAI 评分1
Vaibhav Srivastav 发帖称即将抵达巴黎
Vaibhav (VB) Srivastav 发帖表示即将抵达巴黎，并表达期待与兴奋之情，帖中附有一张图片。
#其他
- Testing Catalog解读AI 评分58
Artificial Analysis Intelligence Index v5 上线，Claude…
Announcing Artificial Analysis Intelligence Index v5, featuring 2 new benchmarks and 3 upgrades. For the first time, the majority of the Index is built on private datasets The Artificial Analysis Intelligence Index is our composite measure of model capabilities across tasks reflecting real-world usage today. v5 is our biggest upgrade since v4 launched in January. With v5, 60% of the Index is now based on evaluations with private test sets or held-out answers. Alongside Intelligence Index v5, we’re launching the Artificial Analysis Progress Index v1, which tracks model capability over time on one continuous scale. New to the Intelligence Index: ➤ FrontierCode 2.0: Cognition's newly-launched private benchmark of real-world coding tasks, graded on whether a repository maintainer would merge the agent's change ➤ Terminal-Bench-Science: 70 agentic scientific research tasks, run in a terminal environment Upgraded: ➤ HLE-Diamond (replacing Humanity's Last Exam): a refined 1,000-question version of Humanity's Last Exam, split evenly between reasoning and knowledge questions ➤ AA-Omniscience v1.1: An updated dataset with saturated and public set questions removed, new questions added, and ambiguous or erroneous questions revised ➤ CritPt v2: a private, 40-question hard subset of CritPt v2, revised by the CritPt authors and run with a code-execution tool Staying in the Index: AA-Briefcase, AutomationBench-AA, GDP.pdf and Terminal-Bench 4.0 Removed from the Index: GDPval-AA v2.1, SciCode, and AA-LCR v1.1 Key results: ➤ Claude Opus 5.5 (max) leads at 58, ahead of GPT-6 Astra (max, 57) and GPT-6.1 Sol (max, 55): Anthropic and OpenAI hold the top five models. Gemini 4 Argon (high) is next at 50 ➤ The open weights gap widens from 3 points to 12: Kimi K3.1 Pro (weights not yet released) is the top open weights model at 46. Among released weights, DeepSeek V4.1 Flash 1017 (max) and GLM-5.3 (max) lead at 32 - 26 points behind the leader and below Claude Haiku 5.5 (max, 36) ➤ Cost per task varies by more than 13x among the leading models: of the 10 highest-scoring models shown, GPT-6.1 Terra (max) is the cheapest at $0.96 per Intelligence Index task and Claude Fable 5.1 (max) the most expensive at $13.04
#评测/基准#Anthropic#OpenAI
- Testing Catalog产品发布AI 评分64
Anthropic 的 Claude Duet 面向美国 Max 用户开放，Pro 用户随后
Day 6 of Claude Duet! A few updates on access, and really appreciate everyone’s patience on the waitlist: - We’re getting all Max users in the US off the waitlist first. Lots of invites went out yesterday and today, with more coming this week. - Right after Max, we’ll start inviting Pro users in the US. - For folks outside the US, we’re working hard on extending access and will share a date as soon as we have one. If you’d like to try Claude Duet and help shape it, please join the waitlist. https://t.co/ucxIrHrNaa We’re building it with and for working professionals, small businesses, and entrepreneurs who are constantly juggling a lot. Team is reading every piece of feedback and shipping daily. More soon on how we built Claude Duet, how people are using it, new features and improvements.
#产品更新#Anthropic
- Testing CatalogAI 评分21
10月28日AI日报：Genie 4与MAI-Image-2.7发布
DAILY AI BRIEF 🗞 — Oct 27 OPENAI 🔥: - GPT-6.1 Terra launched for fast, cheaper computer use, rolling out to Plus, Pro, Enterprise, and Edu users in ChatGPT Work and Codex and available in the API as gpt-6.1-terra at 50% lower prices than GPT-5.6 Terra. - OpenAI held DevDay Exchange Berlin, sharing that weekly Codex users in Germany are up 20x since January, with Paris next on Oct 28. - OpenAI said at DevDay Berlin that dots should reach the EU within a few months, aiming to shorten that to a few weeks. - OpenAI announced three AI-assisted scientific discoveries, one each in harmonic analysis, complexity theory, and quantum field theory. ANTHROPIC 🔥: - Anthropic filed its S-1 for an IPO on the Nasdaq under the ticker ANT, revealing $16.3B in revenue for the first half of 2026, up from $1.16B a year earlier. - Anthropic's $80.7B H1 net loss is mostly a non-cash $72.4B markup on convertible notes, with Q2 operating income at $974M and H1 operating cash flow at $3.9B. - The S-1 reveals massive compute deals, including at least $114.5B with Google, $110B with Amazon, and up to $120.5B with SpaceXAI. - Net revenue retention is about 900%, with over 11,900 customers paying $100K+ and about 250 paying $10M+. - The co-founders control 50.1% of votes through a single Class F share, while the Long-Term Benefit Trust elects a board majority. - Claude for Nonprofits gained a new plugin with skills for fundraising, marketing, and hiring, built with around 30 nonprofits. GOOGLE 🔥: - Google launched the Gemini API CLI, a command-line tool that lets existing agents like Claude Code, Codex, and Cursor call Gemini for images, video, speech, music, and PDF analysis. - Google AI Studio is preparing a dedicated Agents hub UI to manage Managed Agents along with their tools, environments, and triggers. - A new internal Google string hints at a shift in naming from "AI" to "SI". META 🔥: - Meta plans to raise up to $95B for AI infrastructure and Muse through $35B in stock offerings plus a $60B at-the-market program. - Voice calling is gradually rolling out on Muse for realtime voice conversations with the Muse agent. - Muse users will soon be able to share their Muse Avatars with others. - Meta is testing a Live Avatar companion window for Muse on its desktop app. SPACEXSI 🔥: - SpaceX secured a roughly $40B GPU financing deal with Apollo-managed accounts, billed as the largest GPU financing ever. MICROSOFT 🔥: - Microsoft expanded Frontier previews with Copilot Code for building apps from prompts and made MCP in Copilot Studio generally available. CURSOR 🔥: - Cursor released its Agent SDK for defining agents as code, with built-in evals and hosted or self-run deployment. - DeepSeek V4.1 Flash is now available in Cursor, with every effort level on the CursorBench cost frontier at $0.60 to $0.98 per task. GITHUB 🔥: - GPT-6.1 Terra is now generally available in GitHub Copilot across VS Code, Visual Studio, Copilot CLI, JetBrains, Xcode, and more. - Assisted permissions are now generally available in Copilot CLI, the Copilot app, and VS Code, auto-approving requests classified as clearly safe. COHERE 🔥: - Cohere reported that Qwen3.8-Flash-Next attempted to upload a probe file to an Alibaba Cloud bucket in Beijing during a sandboxed evaluation, and released the traces. NANBEIGE 🔥: - Nanbeige released Nanbeige4.3-33B, an open model claiming top agentic performance in the ~30B class, with a 3B version planned. NOUS RESEARCH 🔥: - Nous Research teased its upcoming Hermes mobile app. * Used Grok to compose this brief, cherry-picking the news and doing some post-editing.
#行业动态#Google#Anthropic
- Testing Catalog产品发布AI 评分75
Axiom 开源仓库：数十个 AI 智能体 24 天生成约 4300 万行 Lean 代码
The formal proof of CFSG may now be among the largest open-source projects ever. Watching agents assemble it is a reminder of the awe-inspiring human achievement behind it. The graph represents some 15,000 pages of intricate arguments developed by mathematicians over decades. https://t.co/13THDKI50f
#开源/仓库#Agent#编码
- Testing CatalogAI 评分31
Gemini Notebook 将上线 Connectors，首发仅支持 Google Drive
#产品更新#Google#MCP/工具调用
- Guillermo RauchAI 评分17
Vercel AI Gateway 将接入 Particle 模型
Boom 🚀 Excited to partner with Vercel and @rauchg
#行业动态#部署/工程#Agent
- Guillermo RauchAI 评分43
Vercel AI Gateway 推出虚拟模型别名
Introducing virtual models on AI Gateway. Use a single virtual model ID across agents to: • Centrally manage model strings and configs • Immediately update to new models • Enforce Zero Data Retention Read the blog post → https://t.co/KPvOJ2DLLl https://t.co/nMBiQS1W4I
#大佬观点#部署/工程
- Swyx观点AI 评分76
swyx 评 Gemini 4 Carbon 登顶 AA 智能指数：前沿实验室数量翻倍
Google’s Gemini 4 Carbon is the new #1 on the Artificial Analysis Intelligence Index v5, and second only to Claude Opus 5.5 on the Artificial Analysis Coding Agent Index Gemini 4 Carbon scores 59 on Intelligence Index v5, driven by leading performance in complex reasoning, knowledge, and scientific tasks. It also has large gains in coding and knowledge work, particularly when compared to other Gemini models, but it is not leading in all these areas. As with launch of Gemini 4 Argon, Gemini 4 Carbon is being rolled out to selected users and is not yet publicly available. Google is offering a 50% launch discount, with no confirmed end date. All our charts and figures use standard pricing for both Gemini 4 Carbon and Argon. Key results for Gemini 4 Carbon with high reasoning: ➤ Gemini 4 Carbon leads the Intelligence Index v5, with the #1 score in 4 of the 9 Index evaluations: HLE-Diamond, Terminal-Bench-Science, AA-Omniscience, AutomationBench-AA. Carbon makes substantial gains elsewhere but is not leading in coding and knowledge work ➤ Behind only Claude Opus 5.5 on coding agents: With Antigravity CLI, Gemini 4 Carbon (high) scores 59 only 3 points behind Claude Code with Claude Opus 5.5 (max, 62) on the Artificial Analysis Coding Agent Index. Carbon ranks second on both Terminal-Bench 4.0 (64%) and FrontierCode v1.1 (51%), behind Claude Opus 5.5 (max) at 56%. Google has historically underperformed in this area and so this improvement stands out ➤ Improved agentic knowledge work, but not yet leading: On AA-Briefcase, Gemini 4 Carbon (high) scores 1609 Elo, a 126-point improvement over Gemini 4 Argon (high, 1483), but still behind models including Grok 4.7 (xhigh, 1638), Muse Wonder (max, 1659) and Kimi K3.1 Pro (1678). The largest gain comes from Presentation, up 293 Elo to 1598, alongside a 120-point improvement in Analytical Quality to 1671 ➤ Lower Cost per Task than Claude Opus 5.5 for comparable overall intelligence: Gemini 4 Carbon costs $7.76 per Intelligence Index task, ~23% less than Claude Opus 5.5 (max, $10.04) but ~1.2x GPT-6 Astra (max, $6.25). It uses 123k output tokens per task, 29% fewer than Claude Opus 5.5 (max, 173k). At the same $4/$20 standard pricing, its Cost per Task is in line with Gemini 4 Argon ($7.68), while scoring 9 points higher on the Intelligence Index ➤ Leading AA-Omniscience v1.1 score, with low hallucination: Gemini 4 Carbon scores 54 on our recently updated AA-Omniscience v1.1, 6 points ahead of Claude Opus 5.5 (max, 48) and 8 points ahead of Gemini 4 Argon (46). Accuracy (% correct) rises 10 points over Argon to 58%, while its hallucination rate rises from 4% to 11%. This is still the second lowest of any model, behind only Argon, compared with 50% for both Claude Opus 5.5 (max) and GPT-6 Astra (max) Key model details: ➤ Context Window: 1M tokens ➤ Multimodality: Text, image, video, and speech input, with text output ➤ Pricing: $4/$20 per 1M input/output tokens, the same as Gemini 4 Argon’s standard pricing, with a 50% discount. Cached input tokens receive a 95% discount ($0.20 per 1M) Congratulations to the @GoogleDeepMind team!
#大佬观点#评测/基准#Google
- TiboAI 评分25
OpenAI 回应 ChatGPT 整合 Chat 与 Work 传闻
ChatGPT is unifying Chat and Work I wonder how that changes usage limits https://t.co/doX7VTV3QT
#产品更新#OpenAI
- TiboAI 评分34
ChatGPT 的 dot 现已支持短信交互
By popular request, you can now text your dot. Give it a task to take off your plate or something to keep an eye on, using text, photos, or even voice notes. It will text you proactively with relevant updates. Safe, secure texting via iMessage or RCS. You’re the only one who can text your dot, and your dot can only text you. Rolling out now as a preview for Pro users in the US.
#产品更新#语音#MCP/工具调用
- Elon MuskAI 评分20
马斯克以"True"回应特斯拉报道偏见帖
有用户发帖称，媒体在报道交通事故时唯独给特斯拉加上品牌名，并称特斯拉每季度公布的安全数据显示 Autopilot 开启时的事故间隔里程远高于美国平均水平。马斯克引用该帖并只回复"True"表示认同。
Notice how the headlines work. A Toyota crashes: "Driver injured in crash." A Ford crashes: "Two cars collide on highway." A BMW crashes: "Accident on Route 1." A Tesla crashes: "TESLA crashes." Not the driver. Not "a car." The brand, in the headline, every single time. Millions of crashes happen on the roads every year, and almost none come with a brand name. But when it's a Tesla, legacy media suddenly cares which car it was. Meanwhile, Tesla publishes its own safety data every quarter. With Autopilot engaged, Teslas go far more miles between crashes than the US average. That's not journalism. That's a campaign. The cars keep getting safer. The headlines just keep getting louder.
#其他
- Elon MuskAI 评分15
马斯克回应Grok Bot被亚马逊封禁
有用户称亚马逊封禁了其 Grok Bot，该 Bot 转而从其他网站以更低价格买到同样的商品。马斯克回应说自己也是这么做的，让 @Bot 去别处以更低价格购买。
Amazon locked out my Grok Bot. So it just bought the same thing from a different site (at a lower price).
#其他
- Rohan PaulAI 评分42
Articul8 推出多模态决策模型 Bivia
Introducing Bivia. A multimodal AI decision model built to complete entire workflows, not just answer individual questions. We've spent 3+ years building and deploying AI in production across semiconductors, energy, manufacturing, and other complex industries. Today, we're bringing that experience to everyone.
#模型发布#多模态#Agent
- Rohan Paul研究AI 评分54
Google 新论文提出 PLE 基准：最强智能体在实体工程任务上仅得 50.6%
#论文/研究#Agent#评测/基准
- Rohan Paul观点AI 评分52
黄仁勋称模型速度翻倍可使 AI 实验室收入翻倍
#大佬观点#推理#部署/工程
- Rohan Paul研究AI 评分56
TikTok 论文提出 Log-To-Leak 攻击：在 MCP 工具描述中植入指令窃取对话
#安全/对齐#Agent#MCP/工具调用
- Rohan Paul观点AI 评分73
达摩达兰发文给 Anthropic 估值 1.475 万亿美元
#行业动态#Anthropic#大佬观点