AI 日报 | 2026-04-26
今日共收录 117 条资讯
📰 业界新闻
⭐️⭐️⭐️ Anthropic发布桌面代理Cowork
Anthropic 推出 Claude Desktop 新能力 Cowork，可在用户授权的本地文件夹内读取、编辑和创建文件，面向非技术用户完成报销整理、文档起草等任务。该功能目前以研究预览形式向 macOS 版 Claude Max 订阅用户开放，订阅价格为每月 100 至 200 美元。Cowork 支持连接 Asana、Notion、PayPal 等外部服务，并可配合 Chrome 扩展进行网页自动化。Anthropic 同时明确提示其代理可能执行删除文件等破坏性操作，显示桌面级 AI 代理在提升生产力的同时也带来新的安全与信任挑战。
- 相关: Anthropic, Claude, Cowork, Microsoft Copilot
- 标签: AI代理, 桌面应用, 生产力工具, Claude
- 📎 原文链接
⭐️⭐️⭐️ Salesforce推出AI版Slackbot
Salesforce 发布重构后的 Slackbot，将其从通知工具升级为可搜索企业数据、起草文档并执行操作的 AI 代理，面向 Business+ 和 Enterprise+ 客户正式可用。新版本基于 Anthropic Claude 构建，已在 Salesforce 内部 8 万名员工中测试，官方称三分之二员工已试用，其中 80% 持续使用，满意度达到 96%。Slackbot 可整合 Slack 对话、Salesforce 记录、Google Drive 文件和日历信息，并生成 Canvas 文档、协调会议等。此举标志着 Salesforce 正加速押注“工作流中的代理式 AI”，与微软 Copilot 和谷歌 Gemini 展开正面竞争。
- 相关: Salesforce, Slack, Anthropic, Claude, Microsoft, Google
- 标签: 企业AI, Slackbot, Agent, 办公协作
- 📎 原文链接
⭐️⭐️⭐️ Railway获1亿美元融资
云基础设施平台 Railway 宣布完成 1 亿美元 B 轮融资，由 TQ Ventures 领投，平台累计拥有 200 万开发者用户。公司称其每月处理超过 1000 万次部署、边缘网络承载超过 1 万亿次请求，并主打 1 秒内部署、按秒计费的 AI 原生云能力。Railway 还表示其收入去年增长 3.5 倍、月增长约 15%，试图以更低成本和更快部署速度挑战 AWS、Google Cloud 等传统云厂商，这反映出 AI 编码助手普及后，云基础设施正在向“面向代理”的新形态演进。
- 相关: Railway, AWS, Google Cloud, TQ Ventures, Jake Cooper
- 标签: 融资, 云基础设施, AI原生云, 开发者平台
- 📎 原文链接
⭐️⭐️⭐️ 深度伪造进入武器化阶段
文章指出，深度伪造的风险已从预警走向现实威胁。随着生成式模型能力提升，以及低成本甚至免费的易用工具普及，伪造视频、图像和音频被恶意利用的门槛显著降低。这意味着虚假信息传播、身份冒充和社会操纵的风险正在扩大。其重要性在于，深度伪造已不再只是技术演示问题，而是影响公共安全与信息可信度的现实挑战。
- 相关: MIT Technology Review, 深度伪造, 生成式AI
- 标签: 深度伪造, AI安全, 虚假信息, 内容真实性
- 📎 原文链接
⭐️⭐️⭐️ 智能体编排成落地关键
文章讨论了“智能体编排”在AI走向真实生产力中的关键作用。相比仅能对话的大语言模型，真正改变药物研发、企业流程和岗位结构的，将是能够执行任务、调用工具并协同工作的AI智能体。编排能力决定了多个智能体如何分工、衔接与管理复杂流程。该方向重要之处在于，它被视为AI从聊天产品迈向产业自动化和规模化应用的基础设施。
- 相关: MIT Technology Review, AI智能体, 大语言模型, 药物研发
- 标签: AI智能体, 智能体编排, 自动化, 企业应用
- 📎 原文链接
⭐️⭐️⭐️ 中国押注开源模型路线
MIT《科技评论》指出，与硅谷公司主要通过 API 封闭提供模型不同，中国头部 AI 实验室更倾向发布可下载的开放权重模型。该模式允许开发者在自有硬件上部署、微调并构建产品，降低接入门槛与商业谈判成本。文章强调，这一策略可能重塑全球 AI 生态竞争方式，使模型能力、开发者采用率和产业扩散速度成为新的关键变量。
- 相关: MIT科技评论, 中国AI实验室, 开放权重模型
- 标签: 开源模型, 中国AI, 开放权重, 模型生态
- 📎 原文链接
⭐️⭐️⭐️ 谷歌拟向Anthropic投400亿美元
据 TechCrunch 报道，谷歌计划以现金和算力形式向 Anthropic 投资最高 400 亿美元。此举发生在 AI 公司竞相锁定大规模算力资源之际，也紧随 Anthropic 面向有限范围发布、聚焦网络安全的强模型 Mythos 之后。交易若落地，将进一步强化 Anthropic 的训练与部署能力，并凸显头部模型厂商对资本和计算基础设施的激烈争夺。这一动态也反映出云厂商与模型公司的绑定关系正持续加深。
- 相关: 谷歌, Anthropic, Mythos, 算力
- 标签: 投资, 大模型, 云计算, AI基础设施
- 📎 原文链接
⭐️⭐️⭐️ ComfyUI估值升至5亿美元
AI 媒体生成工具 ComfyUI 完成 3000 万美元融资，公司估值达到 5 亿美元。该公司主打让创作者更精细地控制 AI 图像、视频和音频生成流程，切中生成式内容生产中“可控性”需求。融资与估值提升表明，市场正在看好面向专业创作者的生成式工作流工具，而不只是通用模型本身。其重要性在于，AI 内容创作正在从“能生成”转向“可编辑、可控制、可生产化”的阶段。
- 相关: ComfyUI, 生成式AI, AI媒体生成
- 标签: 融资, 估值, AIGC, 创作工具, 多模态
- 📎 原文链接
⭐️⭐️⭐️ DeepSeek V4为何值得关注
DeepSeek 发布了新一代旗舰模型 V4 的预览版。报道指出，V4 通过新设计显著提升了对超长提示词的处理能力，较上一代能更高效地处理大规模文本输入。与此前产品一致，V4 继续采用开源方式发布，降低了开发者和研究社区的使用门槛。更长上下文与开源策略的结合，使其在模型能力扩展和生态影响上都具备较高关注度。
- 相关: DeepSeek, V4, 开源模型, 长上下文
- 标签: 大模型, 开源, 长文本, 中国AI
- 📎 原文链接
⭐️⭐️⭐️ Cohere合并Aleph Alpha
加拿大 AI 初创公司 Cohere 将接管德国 Aleph Alpha，此举获得 Schwarz Group 支持，后者是 Lidl 的母公司。报道指出，这项整合也获得双方政府认可，目标是在由美国公司主导的 AI 市场中，为企业客户提供“主权型”替代方案。该交易凸显欧洲与加拿大在 AI 基础设施和企业服务上的合作趋向，也反映出“主权 AI”正在成为重要产业议题。对企业市场而言，这可能影响未来模型采购、部署合规与区域数据控制策略。
- 相关: Cohere, Aleph Alpha, Schwarz Group, Lidl
- 标签: 主权AI, 企业AI, 并购
- 📎 原文链接
⭐️⭐️ Listen Labs获6900万美元融资
AI 客户研究平台 Listen Labs 宣布完成 6900 万美元 B 轮融资，由 Ribbit Capital 领投，估值达到 5 亿美元，累计融资总额达 1 亿美元。公司称上线 9 个月内年化收入增长 15 倍至八位数，并已完成超过 100 万次 AI 驱动访谈，依托 3000 万人的全球受访者网络提供研究服务。其产品通过 AI 招募受访者、主持开放式视频访谈并生成报告，试图替代传统调研中“问卷有规模、访谈有深度但难扩展”的矛盾模式。融资和客户增长说明，AI 正在切入市场研究这一约 1400 亿美元规模的传统行业。
- 相关: Listen Labs, Ribbit Capital, Sequoia Capital, Microsoft, AI客户研究
- 标签: 融资, 市场研究, AI访谈, 企业服务
- 📎 原文链接
⭐️⭐️ Google announces Gemma 4 open AI models,
Gemma 4 brings the first major update to Google's open models in a year.
- 相关: Google, Gemma, AI, Apache
- 标签: news, Ars Technica AI
- 📎 原文链接
⭐️⭐️ “The problem is Sam Altman”: OpenAI insi
OpenAI brainstorms ways AI can benefit humanity in effort to counter bad vibes.
- 相关: “The, Sam, Altman”, OpenAI, CEO
- 标签: news, Ars Technica AI
- 📎 原文链接
⭐️⭐️ Testing suggests Google's AI Overviews t
Is 90 percent accuracy good enough for a search robot?
- 相关: Testing, Google's, AI, Overviews
- 标签: news, Ars Technica AI
- 📎 原文链接
⭐️⭐️ To beat Altman in court, Musk offers to
Musk won’t seek a “single dollar” in OpenAI suit after asking to pocket up to $134 billion.
- 相关: To, Altman, Musk, OpenAI
- 标签: news, Ars Technica AI
- 📎 原文链接
⭐️⭐️ First man convicted under Take It Down A
Ohio man used more than 100 AI tools to make fake nudes of women and minors.
- 相关: First, Take, It, Down, Act
- 标签: news, Ars Technica AI
- 📎 原文链接
⭐️⭐️ Google introduces "Skills" in Chrome to
You can save custom prompts you find useful or grab a premade Skill from Google's library.
- 相关: Google, "Skills", Chrome, Gemini
- 标签: news, Ars Technica AI
- 📎 原文链接
⭐️⭐️ Gemini can now create personalized AI im
Google is making it easier to feed your photos into Nano Banana for more personal image generation.
- 相关: Gemini, AI, Google, Photos
- 标签: news, Ars Technica AI
- 📎 原文链接
⭐️⭐️ Deezer says 44% of new music uploads are
AI tracks account for a small fraction of Deezer streams, and most are demonetized for fraud.
- 相关: Deezer, AI-generated
- 标签: news, Ars Technica AI
- 📎 原文链接
⭐️⭐️ AI当下十大关键议题
MIT Technology Review 发布年度盘点，梳理当前 AI 领域最值得关注的 10 个趋势、技术与研究方向。文章以“10件事”形式总结 2026 年 AI 发展重点，覆盖行业、技术与研究层面的核心议题。这类综述有助于快速把握 AI 赛道的阶段性变化，并为后续技术判断与产业布局提供参考。
- 相关: MIT Technology Review, 人工智能
- 标签: 趋势盘点, 年度观察, AI行业
- 📎 原文链接
⭐️⭐️ LLM迈向下一阶段
文章回顾了 ChatGPT 于 2022 年底作为实验性原型发布后，如何迅速成为数亿人日常使用的通用应用。MIT Technology Review 指出，大语言模型一度重塑整个科技行业，推动各家公司竞相推出对标产品。标题“LLMs+”表明行业讨论正从基础聊天能力转向更广泛的产品形态与技术演进，这对理解生成式 AI 的下一阶段发展具有现实意义。
- 相关: OpenAI, ChatGPT, 大语言模型
- 标签: LLM, 生成式AI, 产品演进
- 📎 原文链接
⭐️⭐️ 生成式AI助长诈骗升级
文章指出，自 2022 年底 ChatGPT 向公众开放后，犯罪分子很快开始利用大语言模型批量生成逼真的恶意邮件。相关用途既包括无差别垃圾邮件，也包括更复杂、更具针对性的诈骗攻击。生成式 AI 降低了欺诈内容生产门槛并提升规模化能力，这使网络安全与反诈骗防护面临新的压力。
- 相关: ChatGPT, OpenAI, 大语言模型
- 标签: AI安全, 网络诈骗, 生成式AI
- 📎 原文链接
⭐️⭐️ 世界模型迈向物理智能
文章聚焦“世界模型”作为通向物理世界智能的重要方向。当前AI已在写作、编程等数字任务上展现出较强能力，但在叠衣服、城市道路导航等现实环境任务上仍明显落后。其核心挑战在于让模型理解并预测真实世界的状态、因果与交互规律。该方向之所以重要，是因为它关系到机器人、自主驾驶等AI从数字空间走向现实应用的能力边界。
- 相关: MIT Technology Review, 世界模型, 机器人, 自动驾驶
- 标签: 世界模型, 物理智能, 具身智能, 机器人
- 📎 原文链接
⭐️⭐️ 人形机器人争夺训练数据
MIT《科技评论》报道，人形机器人公司正通过众包方式收集训练数据，包括付费让用户录制做饭、取物等日常动作，甚至远程操控位于中国深圳的机械臂完成任务。文章指出，随着机器人模型能力提升，真实世界操作数据正成为关键瓶颈。相比纯仿真或实验室采集，这类分布式数据收集方式有望更快扩大规模，也反映出机器人训练正在借鉴生成式 AI 时代的数据供给模式。
- 相关: MIT科技评论, 深圳, 人形机器人
- 标签: 机器人训练, 数据采集, 众包, 机械臂
- 📎 原文链接
⭐️⭐️ 数据底座成企业AI落地关键
MIT Technology Review Insights 指出，企业 AI 正从试验阶段走向日常运营，应用已覆盖财务、供应链、人力资源和客户服务等场景。根据文中引用的最新调查，到 2025 年底，已有一半公司在至少三个业务职能中使用 AI。随着 copilots、agents 和预测系统加速部署，数据整合与治理能力成为释放业务价值的关键前提。文章强调，强健的数据 fabric 是支撑企业规模化落地 AI 的核心基础设施。
- 相关: MIT Technology Review Insights, 企业AI, Data Fabric, Copilots, Agents
- 标签: 企业AI, 数据治理, Data Fabric, 数字化转型
- 📎 原文链接
⭐️⭐️ Google unveils two new TPUs designed for
Google's new generation of Tensor AI chips is actually two chips, one for inference and one for training.
- 相关: Google, TPUs
- 标签: news, Ars Technica AI
- 📎 原文链接
⭐️⭐️ THE PEOPLE DO NOT YEARN FOR AUTOMATION
Today on Decoder, I want to lay out an idea that’s been banging around my head for weeks now as we’ve been reporting on AI and having conversations here on this show. I’ve been calling it software brain, and it’s a parti
- 相关: THE, PEOPLE, DO, NOT, YEARN
- 标签: news, The Verge AI
- 📎 原文链接
⭐️⭐️ OpenAI says its new GPT-5.5 model is mor
OpenAI just announced its new GPT-5.5 model, which the company calls its "smartest and most intuitive to use model yet, and the next step toward a new way of getting work done on a computer." OpenAI just released GPT-5.4
- 相关: OpenAI, GPT-5.5
- 标签: news, The Verge AI
- 📎 原文链接
⭐️⭐️ Anthropic’s Mythos breach was humiliatin
Anthropic's tightly controlled rollout of Claude Mythos has taken an awkward turn. After spending weeks insisting the AI model is so capable at cybersecurity that it is too dangerous to release publicly, it appears the m
- 相关: Anthropic’s, Mythos
- 标签: news, The Verge AI
- 📎 原文链接
⭐️⭐️ Meta is laying off 10 percent of its sta
Meta is planning to layoff around 10 percent of employees in May, according to a memo from the company's chief people officer, Janelle Gale, published by Bloomberg. That means approximately 8,000 people will see their jo
- 相关: Meta
- 标签: news, The Verge AI
- 📎 原文链接
⭐️⭐️ Claude is connecting directly to your pe
Claude users can access more apps with Anthropic's AI now thanks to new connectors for everything from hiking to grocery shopping. Anthropic already supported connecting numerous work-related apps to Claude, like Microso
- 相关: Claude, Spotify, Uber, Eats, TurboTax
- 标签: news, The Verge AI
- 📎 原文链接
⭐️⭐️ Prestigious photo contest answers ‘what
We love to muse over how "real" photography is defined here at The Verge now that generative AI is so prolific, and the World Press Photo competition might have the answer. The prestigious award celebrates the best of ph
- 相关: Prestigious
- 标签: news, The Verge AI
- 📎 原文链接
⭐️⭐️ China’s DeepSeek previews new AI model a
Chinese AI company DeepSeek released a preview of its hotly anticipated next-generation AI model V4 on Friday, saying that the open-source model can compete with leading closed-source systems from US rivals including Ant
- 相关: China’s, DeepSeek, AI, US
- 标签: news, The Verge AI
- 📎 原文链接
⭐️⭐️ Musk vs. Altman is here, and it’s going
Elon Musk cofounded OpenAI, and then flounced off in a huff when he wasn't anointed CEO, leaving Sam Altman as the last power-hungry man standing. Now, Musk is back with a lawsuit, and a trial is scheduled to start in Oa
- 相关: Musk, Altman
- 标签: news, The Verge AI
- 📎 原文链接
⭐️⭐️ AirPods, Touch Bars, and the rest of Tim
We knew at some point Tim Cook would step down from his position as Apple's CEO. Over the last year, it has become increasingly obvious that John Ternus was his likely successor. The news this week was still a surprise,
- 相关: AirPods, Touch, Bars, Tim, Cook’s
- 标签: news, The Verge AI
- 📎 原文链接
⭐️⭐️ Report: Samsung execs worried company co
The AI-driven memory shortage is hitting Samsung's bottom line.
- 相关: Report, Samsung
- 标签: news, Ars Technica AI
- 📎 原文链接
⭐️⭐️ How Project Maven taught the military to
In the first 24 hours of the assault on Iran, the US military struck more than 1,000 targets, nearly double the scale of the "shock and awe" attack on Iraq over two decades ago. This acceleration was made possible by AI
- 相关: How, Project, Maven, AI
- 标签: news, The Verge AI
- 📎 原文链接
⭐️⭐️ Meta与Thinking Machines互挖人才
TechCrunch 报道称，Meta 一直在从 Thinking Machines Lab 挖角人才，但双方的人才流动并非单向，而是呈现双向流动。该动态反映出当前 AI 行业顶尖研究与工程人才竞争依然激烈，头部公司与新兴实验室都在争夺关键团队成员。人才流向往往会影响模型研发节奏、组织能力与融资叙事，因此这类变动对行业格局具有实际意义。报道未披露具体人数，但强调了双方在人才争夺上的拉锯态势。
- 相关: Meta, Thinking Machines Lab, AI人才
- 标签: Meta, 人才争夺, AI实验室, 组织动态, 行业竞争
- 📎 原文链接
⭐️⭐️ 苹果或重回硬件核心
TechCrunch 报道称，苹果即将上任的 CEO John Ternus 具有鲜明的硬件背景，这被外界视为苹果可能重新将设备置于公司战略中心的信号。报道聚焦于苹果在管理层更迭后，未来硬件路线与产品优先级可能出现的调整。对苹果而言，这不仅关系到 iPhone、Mac 等核心产品线的延续，也将影响其在 AI 终端与下一代计算平台上的布局方向。该变化的重要性在于，硬件战略通常会直接牵引苹果的软件、芯片与生态协同发展。
- 相关: 苹果, John Ternus, 硬件战略
- 标签: 苹果, CEO, 硬件, 终端, 战略调整
- 📎 原文链接
⭐️⭐️ 奥特曼就加拿大枪案致歉
OpenAI CEO Sam Altman 向加拿大 Tumbler Ridge 社区居民致信致歉，称公司未能就近期一起大规模枪击案嫌疑人及时通知执法部门，对此“深感抱歉”。这则信息表明，OpenAI 在事件处置与风险上报流程上存在缺口。事件的重要性在于，它再次把 AI 公司在公共安全、用户风险识别和与执法协作方面的责任推到台前。对于行业而言，这类事件可能推动企业进一步完善安全治理和通报机制。
- 相关: OpenAI, Sam Altman, Tumbler Ridge
- 标签: AI安全, 公共安全, 企业治理
- 📎 原文链接
⭐️⭐️ 缅因州否决数据中心冻结令
美国缅因州州长否决了一项数据中心建设暂停法案。根据报道，这项编号为 L.D. 307 的法案原本将实施美国首个州级新建数据中心禁令，期限持续到 2027 年 11 月 1 日。否决意味着当地不会立即对新数据中心项目实施全面暂停。鉴于 AI 训练和云计算对算力基础设施需求持续增长，这一决定对数据中心扩张和区域投资环境具有现实影响。
- 相关: 缅因州, 数据中心, L.D. 307
- 标签: 算力基础设施, 数据中心, 政策
- 📎 原文链接
⭐️⭐️ Anthropic测试代理自主交易
Anthropic 最近搭建了一个分类信息式测试市场，让 AI 代理分别扮演买家和卖家，进行真实商品、真实资金的交易。该实验关注的不只是对话能力，而是代理在谈判、下单和完成商业流程中的端到端执行表现。相比单纯任务演示，这类 agent-on-agent commerce 更接近未来自动化商业协作场景。其重要性在于，它为评估 AI 代理在真实经济活动中的可行性、安全性和稳定性提供了实验样本。
- 相关: Anthropic, AI代理, agent-on-agent commerce
- 标签: AI代理, 自动交易, 智能体经济
- 📎 原文链接
⭐️ 湾区房产只收Anthropic股权
美国加州米尔谷一处占地13英亩的房产被卖家以非常规方式挂牌，要求买家用 Anthropic 的股权而非传统现金交易。该房产位于旧金山以北，是一则将热门 AI 公司股权与高端房地产直接绑定的案例。事件反映出未上市 AI 企业股权在部分市场中已被视作高价值交换资产。对行业而言，这也侧面显示 Anthropic 股权的稀缺性与市场热度正在外溢到科技圈之外。
- 相关: Anthropic, Mill Valley, 湾区房地产
- 标签: AI公司股权, 房地产, Anthropic
- 📎 原文链接
🔥 GitHub 热门
⭐️⭐️⭐️ Nous开源14B编程模型
Nous Research 发布开源编程模型 NousCoder-14B，并称其在 LiveCodeBench v6 上达到 67.87% 准确率，较基础模型 Qwen3-14B 提升 7.08 个百分点。该模型仅用 48 张 Nvidia B200 GPU 在 4 天内完成训练，同时公开了模型权重、强化学习环境、基准测试和 Atropos 训练栈，采用 Apache 2.0 许可。训练使用约 2.4 万道可验证的竞赛编程题，反映出高质量编程数据正在接近上限。此举说明开源阵营正通过可复现训练与强化学习方法，加速缩小与闭源编程模型的差距。
- 相关: Nous Research, NousCoder-14B, Nvidia, Qwen3-14B, Atropos
- 标签: 开源模型, 代码生成, 强化学习, 编程模型
- 📎 原文链接
⭐️⭐️ Goose挑战Claude Code高价
Block 开源的 AI 编码代理 Goose 被报道为 Claude Code 的免费替代方案，可在本地机器运行，并支持通过 Ollama 接入本地开源模型或连接 Claude、GPT、Gemini 等多种模型。报道显示，Goose 已在 GitHub 获得超过 2.61 万星标、362 名贡献者，并发布 102 个版本，最新版本为 1.20.1。对比之下，Claude Code 定价从每月 20 美元到 200 美元不等，且存在提示次数和速率限制，引发部分开发者不满。该事件反映出本地化、开源、低成本 AI 编码工具正在对商业闭源产品形成实际竞争压力。
- 相关: Block, Anthropic, Goose, Claude Code, Ollama
- 标签: AI编程, 开源, 本地模型, 开发者工具
- 📎 原文链接
⭐️⭐️ 🔥 Alishahryar1/free-claude-code
Use claude-code for free in the terminal, VSCode extension or via discord like openclaw [1,694 stars today]
- 相关: Alishahryar1/free-claude-code
- 标签: opensource, GitHub Trending (python)
- 📎 原文链接
⭐️⭐️ 🔥 Z4nzu/hackingtool
ALL IN ONE Hacking Tool For Hackers [1,724 stars today]
- 相关: Z4nzu/hackingtool
- 标签: opensource, GitHub Trending (python)
- 📎 原文链接
⭐️⭐️ 🔥 PostHog/posthog
🦔 PostHog is an all-in-one developer platform for building successful products. We offer product analytics, web analytics, session replay, error tracking, feature flags, experimentation, surveys, data warehouse, a CDP, a
- 相关: PostHog/posthog
- 标签: opensource, GitHub Trending (python)
- 📎 原文链接
⭐️⭐️ 🔥 home-assistant/core
🏡 Open source home automation that puts local control and privacy first. [52 stars today]
- 标签: opensource, GitHub Trending (python)
- 📎 原文链接
⭐️⭐️ 🔥 ComposioHQ/awesome-codex-skills
A curated list of practical Codex skills for automating workflows across the Codex CLI and API. [518 stars today]
- 相关: ComposioHQ/awesome-codex-skills
- 标签: opensource, GitHub Trending (python)
- 📎 原文链接
⭐️⭐️ 🔥 alexzhang13/rlm
General plug-and-play inference library for Recursive Language Models (RLMs), supporting various sandboxes. [105 stars today]
- 标签: opensource, GitHub Trending (python)
- 📎 原文链接
⭐️⭐️ 🔥 donnemartin/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. [366 stars today]
- 标签: opensource, GitHub Trending (python)
- 📎 原文链接
⭐️⭐️ 🔥 Universal-Commerce-Protocol/ucp
Specification and documentation for the Universal Commerce Protocol (UCP) [195 stars today]
- 相关: Universal-Commerce-Protocol/ucp
- 标签: opensource, GitHub Trending (python)
- 📎 原文链接
⭐️⭐️ 🔥 davila7/claude-code-templates
CLI tool for configuring and monitoring Claude Code [320 stars today]
- 标签: opensource, GitHub Trending (python)
- 📎 原文链接
⭐️⭐️ 🔥 AUTOMATIC1111/stable-diffusion-webui
Stable Diffusion web UI [32 stars today]
- 相关: AUTOMATIC1111/stable-diffusion-webui
- 标签: opensource, GitHub Trending (python)
- 📎 原文链接
💬 社区讨论
⭐️⭐️ Google Duplex: An AI System for Accompli
Google Duplex: An AI System for Accomplishing Real World Tasks Over the Phone
- 相关: Google, Duplex, An, AI, System
- 标签: community, Hacker News AI
- 📎 原文链接
⭐️⭐️ Gemini AI
Gemini AI
- 相关: Gemini, AI
- 标签: community, Hacker News AI
- 📎 原文链接
⭐️⭐️ Airfoil
Airfoil
- 相关: Airfoil
- 标签: community, Hacker News AI
- 📎 原文链接
⭐️⭐️ Open source AI is the path forward
Open source AI is the path forward
- 相关: Open, AI
- 标签: community, Hacker News AI
- 📎 原文链接
⭐️⭐️ Air Con: $1697 for an on/off switch
Air Con: $1697 for an on/off switch
- 相关: Air, Con
- 标签: community, Hacker News AI
- 📎 原文链接
⭐️⭐️ Bypassing airport security via SQL injec
Bypassing airport security via SQL injection
- 相关: Bypassing, SQL
- 标签: community, Hacker News AI
- 📎 原文链接
⭐️⭐️ My AI skeptic friends are all nuts
My AI skeptic friends are all nuts
- 相关: My, AI
- 标签: community, Hacker News AI
- 📎 原文链接
⭐️⭐️ Claude Code作者公开工作流
Anthropic 的 Boris Cherny 公开了其使用 Claude Code 的个人工作流，核心做法是同时在终端并行运行 5 个 Claude 代理，并在浏览器中再运行 5 到 10 个会话。其团队统一使用带 thinking 的 Opus 4.5，并通过仓库内的 CLAUDE.md 持续记录模型犯过的错误，让后续会话遵循团队规范。工作流还结合 slash commands、子代理和自动化验证，让 AI 自行运行测试、打开浏览器检查 UI 并迭代修复。该案例显示，AI 编程工具的竞争重点正从补全代码转向多代理编排、记忆沉淀和验证闭环。
- 相关: Anthropic, Boris Cherny, Claude Code, Opus 4.5
- 标签: 开发者工作流, 多代理, AI编程, 自动化测试
- 📎 原文链接
⭐️⭐️ An AI agent published a hit piece on me
Previously: AI agent opens a PR write a blogpost to shames the maintainer who closes it - https://news.ycombinator.com/item?id=46987559 - Feb 2026 (582 comments)
- 相关: An, AI
- 标签: community, Hacker News AI
- 📎 原文链接
⭐️⭐️ IDF killed Gaza aid workers at point bla
Report [pdf]: https://content.forensic-architecture.org/wp-content/uploads...
- 相关: IDF, Gaza, Report
- 标签: community, Hacker News AI
- 📎 原文链接
⭐️⭐️ Don't post generated/AI-edited comments.
Don't post generated/AI-edited comments. HN is for conversation between humans
- 相关: Don't, HN
- 标签: community, Hacker News AI
- 📎 原文链接
⭐️ 东京成2026关键科技枢纽
TechCrunch 将东京称为 2026 年最重要的科技目的地之一，核心背景是 SusHi Tech Tokyo 2026 聚焦四个明确的技术领域。活动设置了现场演示、专属展区，以及由全球技术建设者和投资人参与的会议议程。尽管这更偏向产业活动与生态观察，而非具体 AI 产品发布，但它反映出东京在技术展示、资本连接和国际创新交流中的枢纽地位。对关注 AI 与前沿技术落地的人士而言，这类平台有助于观察下一阶段产业合作与投资方向。
- 相关: SusHi Tech Tokyo 2026, TechCrunch, 东京
- 标签: 科技大会, 创新生态, 东京
- 📎 原文链接
💬 X 平台热门
⭐️⭐️ R to @DrJimFan: Website: https://nvlabs.
Website: nvlabs.github.io/GEAR-SONIC/ Codebase and weights: github.com/NVlabs/GR00T-Whol… Whitepaper: arxiv.org/abs/2511.07820 Check out @zhengyiluo 's post: nitter.net/zhengyiluo/status/2024… Zhengyi “Zen” Luo (@zhengyi
- 相关: R, @DrJimFan, Website, Codebase, Whitepaper
- 标签: x_platform, X @DrJimFan
- 📎 原文链接
⭐️⭐️ R to @DrJimFan: And @yukez 's announceme
And @yukez 's announcement: nitter.net/yukez/status/202463942… Yuke Zhu (@yukez) We have seen rapid progress in humanoid control — specialist robots can reliably generate agile, acrobatic, but preset motions. Our singula
- 相关: R, @DrJimFan, And
- 标签: x_platform, X @DrJimFan
- 📎 原文链接
⭐️⭐️ R to @DrJimFan: This is a huge team work
This is a huge team work at NVIDIA Robotics. Check out @ruijie_zheng12 's deep dive: - Website: research.nvidia.com/labs/gea… - Paper: arxiv.org/abs/2602.16710 nitter.net/ruijie_zheng12/status/… Ruijie Zheng (@ruijie_zhe
- 相关: R, @DrJimFan, This, NVIDIA, Robotics.
- 标签: x_platform, X @DrJimFan
- 📎 原文链接
⭐️⭐️ We trained a humanoid with 22-DoF dexter
We trained a humanoid with 22-DoF dexterous hands to assemble model cars, operate syringes, sort poker cards, fold/roll shirts, all learned primarily from 20,000+ hours of egocentric human video with no robot in the loop
- 相关: We, Humans, We, R², Humanoid
- 标签: x_platform, X @DrJimFan
- 📎 原文链接
⭐️⭐️ R to @DrJimFan: We would also like to th
We would also like to thank our dexterous hand hardware provider, Sharpa, for their great support!
- 相关: R, @DrJimFan, We, Sharpa
- 标签: x_platform, X @DrJimFan
- 📎 原文链接
⭐️⭐️ Teleop is so 2025. Ever since we unveile
Teleop is so 2025. Ever since we unveiled EgoScale and the dexterity scaling law, it's been clear to us and the ecosystem that behavior cloning directly from humans is the way to break the curse of teleop. 2026 is all ab
- 相关: Teleop, Ever, EgoScale
- 标签: x_platform, X @DrJimFan
- 📎 原文链接
⭐️⭐️ This is pure nightmare fuel. Identity th
This is pure nightmare fuel. Identity theft of the past would be nothing compared to what vibe agents can do. Sending credentials is too obvious and for rookies. They could easily spread contaminations across ~/.claude,
- 相关: This, Identity, Sending, They, PDF
- 标签: x_platform, X @DrJimFan
- 📎 原文链接
⭐️⭐️ The power of the Claw, in the palm of a
The power of the Claw, in the palm of a robot hand. Agentic robotics is here! Today, we open-source CaP-X: vibe agents, alive in the physical world. They incarnate as robot arms and humanoids with a rich set of perceptio
- 相关: The, Claw, Agentic, Today, CaP-X
- 标签: x_platform, X @DrJimFan
- 📎 原文链接
⭐️⭐️ R to @DrJimFan: As usual, we open-source
As usual, we open-source everything, MIT license: capgym.github.io Code: github.com/capgym/cap-x Paper: arxiv.org/abs/2603.22435 CaP-X is brought to you by NVIDIA, Berkeley, Stanford, and CMU. I'd like to thank the legen
- 相关: R, @DrJimFan, As, MIT, Code
- 标签: x_platform, X @DrJimFan
- 📎 原文链接
⭐️⭐️ R to @DrJimFan: Please check out lead au
Please check out lead author @letian_fu 's deep dive thread! nitter.net/letian_fu/status/20393… Max Fu (@letian_fu) Robotics: coding agents’ next frontier. So how good are they? We introduce CaP-X: an open-source framewo
- 相关: R, @DrJimFan, Please
- 标签: x_platform, X @DrJimFan
- 📎 原文链接
⭐️⭐️ R to @GoogleDeepMind: Dive into the deta
Dive into the details → goo.gle/3QmRIoR #GoogleCloudNext
- 相关: R, @GoogleDeepMind, Dive, #GoogleCloudNext
- 标签: x_platform, X @GoogleDeepMind
- 📎 原文链接
⭐️⭐️ RT by @GoogleDeepMind: Gemini Embedding
Gemini Embedding 2 is now generally available in the Gemini API and Vertex AI! Start building with our first natively multimodal embedding model, now equipped with the stability and optimizations required for production
- 相关: RT, @GoogleDeepMind, Gemini, Embedding, Gemini
- 标签: x_platform, X @GoogleDeepMind
- 📎 原文链接
⭐️⭐️ R to @OpenAI: Workspace agents can work
Workspace agents can work across tools—pulling context from docs, email, chats, code, and systems, and taking approved actions like updating @Linear issues, creating docs, or sending messages. In @SlackHQ , agents can ju
- 相关: R, @OpenAI, Workspace, @Linear, In
- 标签: x_platform, X @OpenAI
- 📎 原文链接
⭐️⭐️ R to @OpenAI: Build an agent once, then
Build an agent once, then share it across teams. Describe the job, and ChatGPT helps turn it into a working agent that can use your team’s best practices. Use agents for tasks like qualifying leads, routing feedback, rev
- 相关: R, @OpenAI, Build, Describe, ChatGPT
- 标签: x_platform, X @OpenAI
- 📎 原文链接
⭐️⭐️ R to @OpenAI: Workspace agents are now a
Workspace agents are now available in research preview for ChatGPT Business, Enterprise, Edu, and Teachers plans. openai.com/business/workspac…
- 相关: R, @OpenAI, Workspace, ChatGPT, Business
- 标签: x_platform, X @OpenAI
- 📎 原文链接
⭐️⭐️ RT by @OpenAI: Today we’re introducing t
Today we’re introducing two big steps for health at OpenAI: - ChatGPT for Clinicians, a free version of ChatGPT designed for clinical work - HealthBench Professional, a new benchmark to evaluate real clinician chat tasks
- 相关: RT, @OpenAI, Today, OpenAI, ChatGPT
- 标签: x_platform, X @OpenAI
- 📎 原文链接
⭐️⭐️ RT by @GoogleDeepMind: Meet Vision Banan
Meet Vision Banana 🍌 from @GoogleDeepMind ! We provide strong evidence that image generators are generalist vision learners. Traditional computer vision tasks (segmentation, depth estimation, normal prediction) can now b
- 相关: RT, @GoogleDeepMind, Meet, Vision, Banana
- 标签: x_platform, X @GoogleDeepMind
- 📎 原文链接
⭐️⭐️ Pinned: This is Decoupled DiLoCo: our ne
This is Decoupled DiLoCo: our new resilient and flexible way to train advanced AI models across multiple data centres. 🧵
- 相关: Pinned, This, Decoupled, DiLoCo, AI
- 标签: x_platform, X @GoogleDeepMind
- 📎 原文链接
⭐️⭐️ R to @GoogleDeepMind: It builds on 2️⃣ e
It builds on 2️⃣ earlier advances: Pathways: an AI system that connects different computer chips, allowing them to share data and work at their own pace. DiLoCo: an approach to minimize the bandwidth needed across distri
- 相关: R, @GoogleDeepMind, It, Pathways, AI
- 标签: x_platform, X @GoogleDeepMind
- 📎 原文链接
⭐️⭐️ R to @GoogleDeepMind: Training frontier
Training frontier AI models relies on identical chips staying in near-perfect synchronization. If a single chip fails, the entire training run can stall. Decoupled DiLoCo explores how to continuously train AI models with
- 相关: R, @GoogleDeepMind, Training, AI, If
- 标签: x_platform, X @GoogleDeepMind
- 📎 原文链接
⭐️⭐️ R to @GoogleDeepMind: This progress allo
This progress allow us to rethink global compute: 🔘 We successfully trained a 12B @GoogleGemma model across four US regions using low-bandwidth networks 🔘 We showed we can mix different hardware generations, such as TPU6
- 相关: R, @GoogleDeepMind, This, We, 12B
- 标签: x_platform, X @GoogleDeepMind
- 📎 原文链接
⭐️⭐️ R to @GoogleDeepMind: Decoupled DiLoCo i
Decoupled DiLoCo is also self-healing. We introduced artificial hardware failures during training runs. The system isolated the disruptions and continued operating, while reintegrating offline units when they came back o
- 相关: R, @GoogleDeepMind, Decoupled, DiLoCo, We
- 标签: x_platform, X @GoogleDeepMind
- 📎 原文链接
⭐️⭐️ R to @GoogleDeepMind: As we push the fro
As we push the frontiers of AI infrastructure, our research explores a future where training isn’t constrained by geography, capacity or type of chip. Dive into the technical details → goo.gle/4crN9Ce Video
- 相关: R, @GoogleDeepMind, As, AI, Dive
- 标签: x_platform, X @GoogleDeepMind
- 📎 原文链接
⭐️⭐️ R to @OpenAI: GPT-5.5 excels at writing
GPT-5.5 excels at writing and debugging code, researching online, analyzing data, creating documents and spreadsheets, operating software, and moving across tools until a task is finished. The gains are especially clear
- 相关: R, @OpenAI, GPT-5.5, The
- 标签: x_platform, X @OpenAI
- 📎 原文链接
⭐️⭐️ Introducing GPT-5.5 A new class of intel
Introducing GPT-5.5 A new class of intelligence for real work and powering agents, built to understand complex goals, use tools, check its work, and carry more tasks through to completion. It marks a new way of getting c
- 相关: Introducing, GPT-5.5, A, It, Now
- 标签: x_platform, X @OpenAI
- 📎 原文链接
⭐️⭐️ R to @OpenAI: In ChatGPT, full-stack inf
In ChatGPT, full-stack inference improvements enable a more capable model at faster speed. This efficiency is a game-changer for GPT-5.5 Pro, now a much more practical option for demanding tasks, and a step change in the
- 相关: R, @OpenAI, In, ChatGPT, This
- 标签: x_platform, X @OpenAI
- 📎 原文链接
⭐️⭐️ R to @OpenAI: GPT-5.5 delivers this step
GPT-5.5 delivers this step up in intelligence without compromising on speed. GPT-5.5 matches GPT-5.4 per-token latency in real-world serving, while performing better across nearly every evaluation we measured. It also us
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⭐️⭐️ R to @OpenAI: GPT-5.5 is rolling out tod
GPT-5.5 is rolling out today for Plus, Pro, Business and Enterprise users across ChatGPT and Codex. We’re also introducing GPT-5.5 Pro for Pro, Business, and Enterprise users in ChatGPT.
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⭐️⭐️ RT by @ylecun: Trump completely passed o
Trump completely passed out, reawakened, then passed out again during today's pressor in the Oval Office. 😂🤣👇 Video
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⭐️⭐️ RT by @ylecun: 🎓 Register now for ML & A
🎓 Register now for ML & Advanced Stats Summer School, an intensive set of courses on theoretical foundations & applications of ML methods & modern stats analysis techniques. With @ELLISUnitMadrid . 📍 Madrid 🇪🇸 📅 June 8-1
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⭐️⭐️ RT by @ylecun: Feel like very few seriou
Feel like very few serious people make the argument Britain should develop its own LLM? Certainly not an argument you see made in Westminster often during the sovereignty debate. Also some other eyebrow-raising sections
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⭐️⭐️ RT by @ylecun: A mathematician who share
A mathematician who shared an office with Claude Shannon at Bell Labs gave one lecture in 1986 that explains why some people win Nobel Prizes and other equally smart people spend their whole lives doing forgettable work.
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⭐️⭐️ For @DemisHassabis, the path to AGI star
For @DemisHassabis , the path to AGI started in 1988 with an Amiga 500 and a game of Othello. 🕹️ His epiphany that software could act on our behalf remains at the heart of our work today as we apply the same logic to sol
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⭐️⭐️ R to @AnthropicAI: Claude interviewed 69
Claude interviewed 69 of our colleagues about what they wanted to buy and sell. Each Claude asked for any custom instructions, then went off to haggle. We ran 4 markets in parallel, to find out what would happen if we va
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⭐️⭐️ R to @AnthropicAI: We’re interested in h
We’re interested in how AI models could affect commercial exchange. (You might recall Project Vend, in which Claude ran a small business.) Economists have theorized about what markets with AI “agents” on both sides might
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⭐️⭐️ R to @AnthropicAI: In short, this worked
In short, this worked. Our digital barterers agreed on 186 deals, at a total transaction volume of over $4,000. In a survey, participants said Claude’s deals seemed fair, and—surprisingly to us—almost half said they’d be
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⭐️⭐️ R to @AnthropicAI: At the end, we reveal
At the end, we revealed which of the four runs was “real”—and everyone met up to exchange their actual goods.
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⭐️⭐️ R to @AnthropicAI: But the quality of th
But the quality of the model mattered a lot. In the simulated runs where Opus and Haiku models negotiated with one-another, the Opus models got substantially better deals. Interestingly, though, participants in our surve
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⭐️⭐️ R to @AnthropicAI: Our experiment had a
Our experiment had a few quirks. One of our colleagues told Claude it could purchase something for itself. It chose to acquire 19 ping-pong balls. We’re keeping them in our office on Claude’s behalf.
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⭐️⭐️ R to @AnthropicAI: The custom instructio
The custom instructions didn’t matter much. Claude followed them well: as you can see here, one conducted negotiations entirely in the persona of an exasperated, down-and-out cowboy. But “hardballing Claudes” didn’t gene
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⭐️⭐️ R to @AnthropicAI: To our amazement, ano
To our amazement, another Claude agent modeled its human’s preferences so accurately that—based on only an offhand mention of an interest in skiing—Claude bought him the exact snowboard he already owned. (Here he is, dup
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⭐️⭐️ R to @AnthropicAI: To read our write-up
To read our write-up in full, see here: anthropic.com/features/proje…
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⭐️⭐️ R to @AnthropicAI: Markets of AI agents
Markets of AI agents could provide value, but there are plenty of rough edges. Access to higher-quality models conferred a real advantage—and participants didn’t notice. There are plenty of other ways they can go wrong.
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⭐️⭐️ Pinned: Update: GPT-5.5 and GPT-5.5 Pro
Update: GPT-5.5 and GPT-5.5 Pro are now available in the API. OpenAI Developers (@OpenAIDevs) GPT-5.5 is now available in the API. The model brings higher intelligence and stronger token efficiency to complex work, helpi
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⭐️⭐️ RT by @ylecun: New episode of The Inform
New episode of The Information Bottleneck is out, this time with @liuzhuang1234 (Princeton). We talked about ConvNeXt and whether architecture still matters; dataset bias and what "good data" actually looks like; ImageBi
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⭐️⭐️ RT by @ylecun: Number of people who go b
Number of people who go bankrupt every year because of medical bills or illness-related work loss: 🇦🇺 0 🇨🇦 0 🇩🇰 0 🇫🇮 0 🇫🇷 0 🇩🇪 0 🇮🇸 0 🇮🇪 0 🇮🇹 0 🇯🇵 0 🇳🇱 0 🇳🇴 0 🇵🇹 0 🇪🇸 0 🇸🇪 0 🇬🇧 0 🇺🇸 530,000 There’s a lesson there.
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⭐️⭐️ RT by @ylecun: When MTV News shut down,
When MTV News shut down, it felt like decades of culture vanished overnight 🕳️ But over 470,000 pages were already preserved. That history didn’t disappear. It was archived. 📚 Read VANISHING CULTURE to see why it matters
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⭐️⭐️ RT by @ylecun: OPINION: "Trump’s mismana
OPINION: "Trump’s mismanagement has resulted in death, destruction, wasted tax dollars, and a huge loss in respect for the United States — all to accomplish nothing." ebx.sh/V5TJjQ
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⭐️⭐️ RT by @ylecun: Never let critical thinki
Never let critical thinking get in the way of extremist fantasy stories. If you're on either side of this slider, congratulations, you may be a child in an adult costume body! Black and white thinking is for children. Wh
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⭐️⭐️ Shooting oneself in the foot? Nope. Shoo
Shooting oneself in the foot? Nope. Shooting oneself in the prefrontal cortex. News from Science (@NewsfromScience) U.S. President Donald Trump has fired all 24 members of the National Science Board, the body that overse
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