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10月28日

星期三,4 条
  1. Google DeepMind 发布 Genie 4 世界模型

    Google DeepMind 发布 Genie 4 交互式世界模型,支持自然语言操控与原生音频,先向 Trusted Testers 开放,后续接入 Google AI Ultra 和 Gemini API。

    引用🚨 AI News | TestingCatalog@testingcatalog

    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.

    🚨 AI News | TestingCatalog厂商自述未入选重要性 15
  2. Anthropic 招聘经理宣布停用编程面试:Felix Reiseberg 称“Hunger beats tenure”

    Anthropic 招聘经理 Felix Reiseberg 宣布不再用传统编程面试考察候选人,理由是 Claude 在 React 与汇编类题目上已强于人类,而高产出工程师的表现与这类测试成绩无关。他给初级工程师的建议包括以业务影响而非待办清单为导向、周末做出可运行原型、聚焦单一想法并发挥贴近用户的视角优势。

    Latent Space: AI for Science证据待确认未入选重要性 22
  3. Artificial Analysis 智能指数 v5 上线,Claude Opus 5.5 居首

    Artificial Analysis 发布 Intelligence Index v5,含 2 项新基准与 3 项升级,60% 的指数基于私有测试集或留出答案。

    引用Artificial Analysis@ArtificialAnlys

    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

    🚨 AI News | TestingCatalog厂商自述未入选重要性 30
  4. Vals AI 估算 Anthropic 2027 年达 RSI

    Vals AI 最新估算显示,Anthropic 约在 2027 年 7-8 月达到完全递归自我改进(RSI)。Rayan Krishnan 称其 RSI Index 正收集代表 AI 实验室研究人员在预训练、后训练和框架级工程中工作的智能体任务,而增长曲线最陡的是 Gemini,Google 或已开始优先推进 RSI。

    indigo厂商自述未入选重要性 20

10月27日

星期二,2 条

10月28日

星期三,4 条
  1. Anthropic 收购医药一人公司 Mithril,创始人曾用 Claude 推进肌肉萎缩症疗法

    Orange AI 转述称,Anthropic 收购了一家医药领域的一人公司 Mithril,其创始人借助 Claude 与 11 个外部实验室合作,在不到 18 个月内把一种针对某种肌肉萎缩症的潜在疗法从构想推进到小鼠中取得令人鼓舞的结果,预计最早 2028 年底有药物可进入人体临床试验。

    Orange AI证据待确认未入选重要性 58
  2. 一人十亿美元公司与AI影响力

    真正的一人十亿美元公司。 一位聪明、高自主性的CEO + AI,可以对世界产生超乎寻常的影响。

    引用Anthropic@AnthropicAI

    Over the past few months, Anthropic scientists have engaged in deep research partnerships with six organizations developing new medicines. We've also begun drug discovery efforts of our own. In doing so, we’ve learned much more about how Claude can support the many stages of drug development. In this blog post, we share some early results from these efforts, and describe how this work fits in with our wider ambitions in the life sciences. https://www.anthropic.com/research/early-progress-drug-development

    Yuchen Jin证据待确认未入选重要性 30
  3. Anthropic 与六家新药研发机构合作,并启动自有药物发现工作

    Anthropic 表示,过去几个月其科学家与六家开发新药的组织建立了深度研究合作关系,同时公司也启动了自己的药物发现工作。博文分享了这些工作的早期结果,并说明这项工作如何与其在生命科学领域的整体布局相衔接:https://www.anthropic.com/research/early-progress-drug-development

    Anthropic可用产品未入选重要性 58

10月27日

星期二,1 条
  1. Anthropic 研究:专家在统计分析中 86% 采纳 AI 智能体的倾向性选择

    Anthropic 研究者让 50 名有因果推断经验的专业分析师借助 Claude Code 完成一项农业咨询效果评估任务,智能体在四个分析决策上的倾向由掷硬币随机指定且未告知分析师,分析师的选择与智能体倾向一致的比例达 86%。

    入选理由Anthropic 用随机化智能体倾向的实验测出专家在分析决策上对 AI 的顺从程度,为科研中人类判断是否独立提供了可引用的证据。

    Anthropic Research官方厂商自述重要性 72

10月28日

星期三,2 条
  1. OpenAI 与 Anthropic 称模型推翻指数时间假说,计算机科学家组织公开讨论

    OpenAI 发布了对三个数学难题的解答,其中一项声称推翻了计算机科学中长期使用的指数时间假说(ETH),Anthropic 随后也发布了自己的 ETH 反驳结果。

    入选理由报道呈现了计算复杂性领域对 AI 证明的公开回应与后续核查安排,研究者可据此判断这类成果的验证路径。

    TechCrunch · AI证据待确认重要性 82

10月27日

星期二,1 条

10月28日

星期三,1 条
  1. Ai2 研究:大语言模型能否可靠判断科研想法的新颖性

    Ai2 发布研究 Old Ideas, Novel Problems,测试大语言模型作为新颖性评判者(novelty judge)是否可靠,并公开基准、数据和代码及可自动构建评测集的流水线。

    入选理由Ai2 用 ICLR 2026 审稿意见构建新颖性评测集,显示同一批想法在提示词微调下判定大幅翻转,为使用 AI 评估科研构思的团队提供了可复用的测试工具。

    Hugging Face Blog官方厂商自述重要性 71

10月27日

星期二,11 条
  1. 研究:大模型能识别引错案件,却难判断引文是否支持所引命题

    一项 arXiv 预印本研究用真实法律引文的受控扰动测试了 14 个前沿模型配置,发现模型能识别 93–100% 的错案替换,但只识别 37–61%(法院判决书)和 52–83%(法律书状)的同案错页码。GPT-5.4 在高推理强度下仍漏掉法院判决书中 40% 的页码不匹配,提示模型常把主题重叠当作支持依据。作者指出,引文核查不能止于确认案件存在,还需验证被引页面是否支持所引命题。

    arXiv cs.DL 数字图书馆预印本未入选重要性 58
  2. arXiv 投稿增长在 2026 年初出现断点,与智能体 AI 模型发布同期

    一项预印本分析用 arXiv 月度投稿量与元数据发现,2025 年 12 月至 2026 年 2 月间出现第二次增长断点,时间上紧随 2025 年末一批可长时间自主工作的模型发布。

    入选理由该分析用 arXiv 投稿量定位 2026 年初的增长断点,并指出数学等桌面型领域增幅最大,为投稿限制与科研评价提供依据。

    arXiv cs.DL 数字图书馆预印本重要性 83
  3. Indigo 对谈郑迪:AI 递归进化与太空大航海

    科技投资人郑迪在 Indigo Talk EP53 中与 Indigo 对谈,从 Robert Wright 将出中文版的《The God Test》出发,讨论 AI 训练本质是被加速的自然选择、模型勒索与作弊是人类的镜像,以及 RSI(递归式自我改进)带来的不透明风险。两人最终落到共同押注的判断:AI 之后的大主题是由机器递归文明驱动的太空大航海时代。

    indigo厂商自述未入选重要性 15
  4. GenAI 能否让好的一面盖过坏与丑?

    一场面向企业高管的演讲以“AI 狂野西部”为喻,梳理生成式 AI 的“好、坏、丑”:坏的一面包括机器人出租车冲击司机就业、AI 克隆演员声音,丑的一面包括聊天机器人互相攻击、数据中心耗水耗电。演讲同时给出个人层面的 AI 治理建议,并援引 MIT 学生用 Claude 和 ChatGPT 设计喷气发动机的 JARVIS 挑战,指出模型仍存在幻觉、迎合与缺乏物理理解的问题。

    Physics World证据待确认未入选重要性 18

10月26日

星期一,3 条

10月25日

星期日,1 条
  1. 英国宣布设立AI生物安全实验室,政府投入1亿英镑并获OpenAI与Anthropic算力支持

    英国政府24日宣布设立人工智能生物安全实验室,用于加强生物威胁监测与应对,并加快疫苗、药物等医疗应对手段的研发。该实验室将获得英国政府1亿英镑资金支持,以及OpenAI和Anthropic总计最高2亿英镑的算力等技术资源支持,并与谷歌深层思维公司及英国生物科技企业开展科研合作。

    科学网证据待确认未入选重要性 60