推荐理由:作者亲自讲解 Claude Code Mods 的机制与上手方法,覆盖三个可复用的示例 mod,读者可照做搭建自己的定制界面。
全部 AI 动态
Addy Osmani@addyosmani精选AI 评分7272
OpenBMB@OpenBMBAI 评分5454引用Guillermo Casaus@_guillecasausAcaban de lanzar un modelo OCR open-source de solo 1.300 millones de parámetros. Se llama MiniCPM-OCR 1.0 y viene acompañado de MiniCPM-OCR Jev, otro modelo que evalúa la fiabilidad de los resultados. Ambos desarrollados por OpenBMB y ModelBest. Entre ambos permiten: → Extraer texto, tablas y fórmulas de documentos → Procesar PDFs y páginas escaneadas o fotografiadas → Trabajar con documentos inclinados o curvados → Incluir una puntuación de confianza en los resultados para facilitar su revisión manual → Ejecutarse con vLLM, SGLang y Ollama MiniCPM-OCR 1.0 ha conseguido 93,68 puntos en Real5-OmniDocBench, según sus benchmarks oficiales. Pero lo más interesante es Jev. En lugar de corregir los errores automáticamente, evalúa la fiabilidad de los resultados extraídos e incluye una puntuación de confianza para facilitar su revisión. Además, MiniCPM-OCR 1.0 incorpora KIE (Key Information Extraction), una funcionalidad para extraer información clave de los documentos. Y sí, los pesos de ambos modelos son abiertos. 🔗 GitHub: https://github.com/OpenBMB/MiniCPM-OCR 🤗 Hugging Face: https://huggingface.co/openbmb/MiniCPM-OCR-1.0 Más recursos y demo en el primer comentario 👇
indigo@indigoxAI 评分4444引用Stripe@stripeIntroducing 'stripe pay', for instant business-to-business transfers. Find companies using their Stripe profile handle and send funds for free. Available in the Dashboard and CLI.
MeshyAI@MeshyAIAI 评分4242引用siddharth ahuja@sidahujExcited to announce we've teamed up with Meshy to bring their 3D generation into MCP for Blender. Their 3D generation is best-in-class and great for creating game assets.
Tibo@thsottiauxAI 评分5050引用ChatGPT@ChatGPTMuch requested, and now yours to connect: iCloud Mail and Calendar plugins are available in ChatGPT. Ask ChatGPT to find that email, catch up on your inbox, check what’s next, or update a calendar event. Phew. Available on all ChatGPT plans on web, desktop, and iOS.
Artificial Analysis@ArtificialAnlysAI 评分5555
数字生命卡兹克@Khazix0918同事件AI 评分6767同一件事,精选收录的是《Google DeepMind 发布实时交互世界模型 Genie 4》
Rohan Paul@rohanpaul_aiAI 评分4848
引用Alex Heath@alexeheathHow Sundar Pichai uses AI to run Google: "I have agents running internally for me... There are all these chat groups: pre-training, mid-training, post-training data, etc. It could easily take me an hour a day to catch up on what's happened in the last 24 hours, but now I have agents running that summarize and bring that information to me. I can still go deeper, and I do so often. Similarly, there are agents with telemetry into our compute usage, product areas, efficiency, and utilization, and they are giving me inputs and insights."
Rohan Paul@rohanpaul_aiAI 评分6060引用Anthropic@AnthropicAI我们正在扩大与 @USGSA 的合作。根据一项新的 OneGov 协议,我们将以 40% 的折扣向联邦、州、地方、部落和领地政府提供 Claude。 https://www.anthropic.com/news/expanding-partnership-gsa
Demis Hassabis@demishassabisAI 评分6161引用Google DeepMind@GoogleDeepMindThis is Genie 4, our most realistic and interactive world model yet. 🌐 Explore dynamic environments in real time to see how the scene responds, sounds, and how the people in it move, react, and speak.
Rohan Paul@rohanpaul_ai精选AI 评分7676引用Leo@biosemioteCFSG 的形式化证明如今可能已成为有史以来最大的开源项目之一。观看智能体将其组装起来,让人再次意识到其背后那令人敬畏的人类成就。这张图代表了数学家们数十年来发展出的约 15,000 页错综复杂的论证。
推荐理由:原文汇总了 AI 智能体集群形式化验证有限单群分类定理的规模数据,可作为观察形式化验证能力进展的一个参照点。
Rohan Paul@rohanpaul_aiAI 评分6868
ian@shaoruuAI 评分5959引用Cursor@cursor_aiNew in Cursor design mode: Annotate. Give agents visual prompts: edit elements, draw on the page, and review your designs at different screen sizes.
Anthropic@AnthropicAI同事件AI 评分6767Anthropic 宣布扩大与 USGSA 的合作,根据新的 OneGov 协议,以 40% 折扣向联邦、州、地方、部落及领地各级政府提供 Claude,详情见官方公告。
Artificial Analysis@ArtificialAnlysAI 评分4141
Gemini Notebook@Gemini_NotebookAI 评分5050NotebookLM 移动端应用新增实时录音功能,可直接在应用内录制最长 1 小时的讲座、会议等音频并立即用作来源。作者建议将录音与手写笔记照片结合,打造更个性化的工作区。

Krea@krea_aiAI 评分4444用 Grok 机器人创建营销活动。 直接在私信里就能用,由 Krea 提供支持。 现在就来试试 👇
引用Krea@krea_aiintroducing Krea for Grok bot. generate images and video with the best models in the world, right from Grok. try it now 👇
Rohan Paul@rohanpaul_aiAI 评分6666Anthropic 宣布与 6 家新药研发机构建立深度研究合作,并启动自家药物发现项目,其中肌肉萎缩症相关工作最早可于 2028 年底进入人体试验。
引用Anthropic@AnthropicAIOver 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
Anthropic@AnthropicAIAI 评分5050Anthropic 介绍过去几个月与六家新药研发机构开展深度研究合作,并启动了自身的药物发现工作。文章分享了这些努力的早期结果,并说明这项工作如何契合其在生命科学领域的更大布局。
Google Gemini@GeminiApp精选AI 评分6868
推荐理由:Gemini 内置 SynthID 检测能力,用户可直接询问某文件是否为 Google AI 生成,提供了可上手的内容溯源方法。
Rohan Paul@rohanpaul_aiAI 评分5252
引用Aditya Vellanki@aditya_vellankiToday, we're launching Sentient OS (YC F26), on-device AI that understands your life overnight with a local LLM. This unlimited inference enables 2 magical experiences 🧵
Rohan Paul@rohanpaul_aiAI 评分4747
引用Reward AI@RewardAI_We deploy OM-1 on more humanoid tasks in both indoor and outdoor environments. OM-1 can power humanoids to do useful things robustly that other models or form factors cannot. - last-mile delivery from a Cybertruck - manipulation on stairs
Michael Truell@mntruellAI 评分4444引用Grok Bot@botOur sales operations team built Shared Bots that help reps move deals faster. Account Intel Bot updates the CRM after calls. Quote Bot prepares proposals and order forms. Deal Bot reviews non-standard terms and routes exceptions for approval.
Cursor@cursor_aiAI 评分5050Cursor 在 design mode 中新增 Annotate 功能,让智能体接受视觉提示。用户可以编辑页面元素、在页面上绘图标注,并在不同屏幕尺寸下审查设计。

Alex Heath@alexeheathAI 评分5151
引用Alex Heath@alexeheathSundar Pichai 谈 Gemini 4 与 AI 算力紧缺 即便是 Google 也拿不到足够的算力。在 Gemini 4 Argon 更广泛发布后不久,我与 Google 和 Alphabet CEO @sundarpichai 坐下来聊了聊它的早期反响、他仍希望模型改进的地方,以及要让 Google 保持在 AI 前沿需要付出什么。 Pichai 解释了 Google DeepMind 近期的领导层变动,以及为什么构建前沿模型已成为一份“全身心投入”的工作。我们还谈到了 Google 对个人智能体竞赛的回应、他如何预测 Gemini 将替你完成更多工作,以及智能体最终是否会把 Search、Gmail 和 Gemini 整合到一起。 我问他 Google 自由现金流转为负值、AI 基础设施建设中的风险,以及他如何在还不知道模型将具备何种能力的数年前就规划需求。他解释了让他有信心继续投入的信号,以及他如何使用 AI 智能体来跟踪 Google 内部的模型开发和算力使用情况。 时间戳: 00:00 Gemini Argon 发布反响 01:49 模型访问与安全 06:20 AI 模型竞赛 08:35 智能体突破与 2027 年 11:34 递归自我改进 15:41 DeepMind 领导层变动 19:52 Google 的 AI 算力投资 25:20 AI 支出可持续吗? 33:18 Sundar 如何使用 AI 智能体 35:35 Gemini 的个人智能体计划 38:37 AI 智能体如何改变网络 43:52 Google 的太空数据中心 47:38 Waymo 的扩张战略 50:26 Wing 的无人机配送计划 51:36 AI 安全与监管 55:58 Google 的量子计算押注 YouTube:https://youtu.be/fJBSNEFdm8c Spotify:https://open.spotify.com/episode/0cJBqmVz3CWJSPdmBOeJGu?si=NBxJIMhZRgikafPtwY0sZA Substack:https://sources.news/p/sundar-pichai-gemini-4-google-other-bets Apple Podcasts:https://podcasts.apple.com/us/podcast/sundar-pichai-on-gemini-4-and-the-ai-compute-crunch/id1840154537?i=1000797461022 本期节目的呈现赞助商是 @hyperagentapp。感谢节目的首席赞助商:@Atlassian、@meetgranola 和 @mercury。
Artificial Analysis@ArtificialAnlysAI 评分4646
Rohan Paul@rohanpaul_aiAI 评分4545Mecka,为物理 AI 提供数据层的公司,完成了由 Sequoia 领投的 6000 万美元 B 轮融资,正在英雄联盟全球总决赛现场招人。 有意思的视频,告诉我们他们想要的人才实际上把时间花在哪里。
引用Josh@joshavataThe league of legends championship is in the usa this year.. and we booked the largest private box in the stadium @MeckaAI cofounder @jasontheutopian and first engineer Anthony, both ranked challenger as top 50 players in the world So we’re inviting 30 elite engineers, researchers and operators to join us in the ownership suite to watch the finals front and center Anyone with world-class skill in a video game, not just in league, send us your rank or evidence of exceptional ability in what you do The championship is nov 14 at the barclays center in new york Apply by Nov 8. Link in comments
Rohan Paul@rohanpaul_aiAI 评分6262引用Liquid AI@liquidaiIntroducing 𝙻𝙵𝙼𝟹: our new generation of Liquid Foundation Models. With a new tri-hybrid architecture and new multimodal encoders, the LFM3 family is the ideal model suite for specialized intelligence. > 6 model instances, across text, audio, vision, and omni modalities, generative and decision models. > 𝙻𝙵𝙼𝟹-𝟷.𝟽𝙱: text, 256k context window. > 𝙻𝙵𝙼𝟹-𝚅𝙻-𝟸𝙱: vision-language model with video-input support for spatial understanding > 𝙻𝙵𝙼𝟹-𝙰𝚞𝚍𝚒𝚘-𝟸𝙱: tool calls, voice chat, reasoning in 18 languages. > 𝙻𝙵𝙼𝟹-𝙾𝚖𝚗𝚒-𝟸𝙱: an omni model combines vision, audio, and language. > 𝚍𝟷-𝟸𝙱 and 𝚍𝟷-𝙾𝚖𝚗𝚒-𝟸𝙱: decision models with typed outputs and calibrated probabilities in a single pass. Omni adds audio input. > fine-tune on 1 GPU. > a new tri-hybrid architecture > architecture optimized for 14 processor classes across GPUs, CPUs, and NPUs. > 𝙻𝙵𝙼𝟹-𝚅𝙻-𝟸𝙱 is a beast. It performs competitively with Gemma 4 12B (6x larger), and Gemini 3.5 Flash Lite, and GPT-5.6 Luna, with 1.9B parameters. > 𝙻𝙵𝙼𝟹-𝟷.𝟽𝙱 is #1 on the Pareto frontier of device intelligence 𝚙𝚒𝚙𝚎𝚝𝚝𝚎.𝚕𝚒𝚚𝚞𝚒𝚍.𝚊𝚒 Every modality for specialized intelligence. Pick the one that fits your use case, customize it, and run it on-device. 1/ 🧵
Rohan Paul@rohanpaul_aiAI 评分4040引用Alex Shan@alexshander03Today, @JudgmentLabs opens for general access. We believe long running agent systems will generate more exhaust data than the world can currently process. Hidden within agent traces are rich records of how to make these systems better: what users ask for, when agents stumble, and how agents interact with the external world. Judgment is the most performant monitoring and improvement layer for long-horizon agents. We’re excited to see what you build!
Rohan Paul@rohanpaul_aiAI 评分6565SoMark 开源 1.3B 参数文档解析模型 OXR-1.0,可将 PDF 和页面图像转为 Markdown 或 JSON,权重已上架 Hugging Face 并提供免账号免费 API。

Rohan Paul@rohanpaul_aiAI 评分6262Google DeepMind 发布 Genie 4,是其首个带原生音频的实时世界模型,可生成环境音、音乐和会回应用户及世界内事件的角色对话。





