Agentic-Native 增长:Zilliz 如何用 AI Agent 支撑超线性业务扩张|AICon深圳
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AgentSK海力士掌门人崔泰源表示,韩国必须成为一个“AI原生国家”,并补充道:“目标是实现每个人至少拥有一个AI智能体。”他表示:“如果这一目标实现,韩国将成为全球AI试验场,让各种AI技术能够在这里进行实验和应用。”崔泰源称,SK集团将通过持续不断的研发投入,为AI发展提供更多机会。崔泰源还强调,降低AI成本至关重要。他表示:“目前,AI成本过高。”“我们必须通过各种方式降低成本,让世界更多人能够享受到AI带来的益处。”崔泰源表示,韩国可以通过扩大存储芯片生产规模,以及建设更多AI数据中心,降低AI成本,并打造连接美国、欧洲和亚洲的全球AI数据中心枢纽。(新浪财经)
下周,SK海力士、三星及铠侠三家存储龙头即将公布最新业绩。在市场对AI投资可持续性及存储长约可靠性的疑虑下,这几份财报也将成为检验巨头在这一轮周期中盈利能力的“试金石”。三份财报能否证明AI需求仍在转化为HBM、DRAM和企业级固态硬盘订单,或将影响下一阶段芯片股走势。(中新经纬)
大模型A running look — in reverse chronological order — at the bigger tech companies that have announced significant layoffs this year with AI as a stated factor.
高盛发布研报称,MiniMax-W的多模态策略为其关键差异化优势,H3模型已进入推出前最后阶段,预期即将面世,相信会对多模态行业格局带来深远影响,重申MiniMax“买入”评级,目标价860港元。高盛指出,MiniMax创办人兼首席执行官闫俊杰近日在分析员会议上,透露未来重点将专注于为旗下每个模型追求最佳的性价比,特别是目前M3模型每日处理万亿级Token,开放平台/API收入已达健康毛利率水平,目标最终实现高双位数毛利率,又预期9月至10月将推出的M3 Pro将拥有显著成本效益。(新浪财经)
韩国总统李在明周六表示,人工智能时代的到来给韩国带来全新机遇,他承诺推动韩国从产业追赶者蜕变为全球行业领军国家。李在明表示,全新人工智能浪潮为韩国送上难得的发展机遇,他致力于将韩国打造为无可替代的国家,让各国形成“发展产业离不开韩国”的共识。此前一日,李在明出席高端产业合作峰会,英伟达、OpenAI、Anthropic等多家美国全球科技巨头,与三星电子、SK海力士等韩国企业签署多项商业合作协议。总统府官员此前透露,本次达成的合作项目总规模高达9500亿美元。(新浪财经)
作者 | 邱晓芬 编辑 | 袁斯来 硬氪获悉,「眸深智能」(Motion Brain)完成近亿元Pre-A轮追加融资,本轮投资方包括中国头部物业服务公司、香港财团、多家上市公司联合打造的产业投资平台瑾悦投资、创合汇资本,以及老股东徐汇资本。 这也是继2026年5月3亿元Pre-A轮之后,「眸深智能」两个月内再次获得投资,此外,该公司Pre-A+轮的近5亿融资也在交割当中。该公司透露,今年上半年以来,「眸深智能」的估值增长超10倍,是业内发展速度最快的具身大脑企业之一。 「眸深智能」成立于2025年1月,定位为全球最懂动作的自进化具身大脑公司,致力于"给10亿台机器人装原生通用大脑"。 该公司由
2026-07-26 Hacker News Top Stories # Google 拟限制 ADB 仅绑定无线网卡,将破坏 Shizuku 等本地调试用例,引发开发者强烈反对。 汉娜·弗莱因将数学魅力传递给公众的杰出贡献,荣获国际数学联盟颁发的莱拉瓦蒂奖。 Claude Opus 5 在 Artificial Analysis 智能排行榜暂居第一,但单一排名对实际选型指导有限。 实验证明 Postgres 的 LISTEN/NOTIFY 可轻松达到每秒 6 万条通知,瓶颈在硬件而非数据库。 Taylor Farms 曾致电白宫试图推迟环孢子虫召回,引发对食安监管和政治干预的担忧。 开放权重
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大模型At libraries around the country, "Avoiding AI" workshops have elicited unprecedented demand.
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大模型A close call in Northern Virginia revealed just how poorly data centers respond to grid disruptions. Here's how to fix the problem.
文|温丽虹 编辑|张雨忻 Kimi K3上线前夕,曾歆勋算了算,离职时放弃的那笔期权的价值,在他离开这段时间涨了10倍。 从月之暗面离职前,曾歆勋是Kimi的AI搜索技术负责人。2025年8月,他离职创办“良配科技”,核心产品“良配”,一个AI驱动的婚恋匹配应用,核心逻辑是将AI搜索与匹配能力嫁接到“找人”这件事上,用AI解决婚恋场景中资料采集、智能匹配、沟通辅助三个环节的效率问题。 公司刚创办,曾歆勋就拿到了今日资本徐新200万美元天使投资。他后来才知道,徐新见他前,已经在“AI寻人”这个方向上筛过好几轮。当时徐新在看两个方向,“AI找工作”与“AI找伴侣”。 招聘方向上,她把当时国内数得上
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开源社区英伟达宣布,SK集团与英伟达在AI工厂及下一代内存领域扩大战略合作。SK集团与英伟达今日宣布计划建立一项超过5000亿美元的综合合作伙伴关系,以建立满足全球计算需求激增的人工智能基础设施。双方签署了意向书,正式化协议,涵盖从人工智能工厂建设到人工智能内存供应。SK电信将建设2吉瓦的NVIDIA Vera Rubin DSX AI工厂,以满足全球计算需求。英伟达与SK海力士建立长期合作关系,共同保障并共同开发包括HBM在内的下一代AI内存。两家公司将共同开发和优化下一代AI内存解决方案,包括HBM,以满足从大型语言模型训练到代理AI和物理AI等不断变化的基础设施需求。(财联社)
媒体援引韩国总统顾问消息:三星电子、SK海力士将与美国科技巨头推进规模达1375万亿韩元的芯片合作项目。(新浪财经)
7月24日,TCL科技发布公告,公司收购广州华星半导体45%股权事项已获深交所审核通过。根据本次交易方案,收购完成后TCL科技将直接及间接持有广州华星半导体100%股权。据了解,广州华星半导体为TCL华星t9产线运营主体,2026年1—6月,广州华星半导体营业收入为79.26亿元,同比增长7.40%;净利润为11.54亿元,同比增长203.99%。(央广网)
随着全球科技巨头竞相加码人工智能基础设施建设,穆迪评级警告称,AI投资热潮正侵蚀大型云计算服务商的自由现金流,并推高资产负债表风险,未来投资者将更加关注这些企业能否从巨额AI投入中获得足够回报。穆迪在本周发布的研究报告中表示,包括微软(MSFT.US)、亚马逊(AMZN.US)、谷歌母公司Alphabet(GOOGL.US)、Meta(META.US)、甲骨文(ORCL.US)及CoreWeave(CRWV.US)在内的六家科技企业,正从过去依赖软件、知识产权和云服务的“轻资产”商业模式,转向需要大规模建设数据中心等基础设施的“重资产”模式。(财联社)
今日热点导览 小鹏主动召回3.35万辆X9,涉及前空气弹簧安全隐患 微信撤回消息后可删除提示字 怡颗莓莓果线下仍在售,公司称针对近期舆论正准备维权 菲尔兹奖得主雅各布·齐默曼将加入OpenAI 欧盟对谷歌处以8.9亿欧元罚款 TOP3大新闻 宇树科技CEO王兴兴登上《时代》杂志封面 当地时间7月23日,宇树科技创始人兼CEO王兴兴与其载人机甲产品GD01共同登上《时代》杂志封面,标题为《机器人时代来临》。 据悉,距上次中国企业家登上该刊物封面,已过去整整8年。 《时代》杂志评价王兴兴是“AI时代一位非典型的预言者”,“他身材瘦削,戴着眼镜,完全没有许多科技创始人身上那种张扬的傲气。相反,他在谈
具身智能· 菲尔兹奖得主 Jacob Tsimerman 将加入 OpenAI 安全部门 · 腾讯 WXG 员工因泄露敏感信息被辞退,年末激励约 317 万元 · Patreon 裁减 20% 员工,CEO 强调重组并非因为 AI 替代人类 #欢迎关注爱范儿官方微信公众号:爱范儿(微信号:ifanr),更多精彩内容第一时间为您奉上。
大模型OpenAI's fancy new AI keypad will be a lot of fun for some, while many others are probably not going to touch it.
2026-07-25 Hacker News Top Stories # Claude Opus 5 是 Anthropic 推出的智能接近 Fable 5 但价格减半的新模型,通过可调努力程度在多项基准测试中超越前代,并在科研和自动化工作流中表现优异,同时其数据保留政策更受组织欢迎。 作者因注意力分散困扰,认为根源是大脑逃避痛苦,尝试通过直播工作、线上结对、阅读和打理花园等方式恢复专注,并强调现代生活正把大脑训练得更依赖持续刺激。 Black Forest Labs 发布多模态基础模型 FLUX 3,基于统一架构同时学习图像、视频与音频,能生成带音频的长视频,在评测中优于竞品,并集成动作预测
Introducing Claude Opus 5 I've been offline kayaking with sea otters for much of today so I haven't had a chance to put Anthropic's new model Claude Opus 5 through its paces yet. The buzz is positive, and Anthropic's description of it as a "thoughtful and proactive model that comes close to the fron
大模型The neolab is betting that automating routine computer tasks will soon outpace coding as AI's biggest use case.
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大模型Midjourney, which has gone from generating AI cat images to full-body ultrasound scans, is getting into a new field: astrology. The AI startup announced on Thursday that it has acquired the personalized astrology app Co-Star, as reported earlier by Bloomberg. Co-Star is a free app that offers daily
AI创投The acquisition brings Poke’s conversational style and interaction model to Cognition’s coding agent Devin, reflecting a growing belief that how AI assistants interact with users is as important as the models powering them.
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大模型The web and Google once had a deal: Google collects data and indexes webpages and in exchange sends oceans of traffic to websites. The deal wasn't perfect and certainly made Google more money than it made the websites, but it worked for a long time. Now, however, the deal seems to be dead. And the w
大模型Meta says its AI chatbot is going beyond just answering questions and generating images. | Image: Meta Meta is upgrading its AI chatbot with new productivity features in a bid to compete with rivals like Gemini, ChatGPT, and Claude. The update will allow Meta AI to tap into your calendar to help you
大模型Weeks after Anthropic's latest toe-to-toe with the US government, and days after an OpenAI security incident that dominated tech industry discussions, Anthropic on Thursday released its newest model, Claude Opus 5. The company said in a release that Opus 5 "comes close to the capabilities of Claude
大模型Opus 5 will be both cheaper and less restrictive than Fable, likely making it preferable in most use cases.
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开源社区AI companies, including Nvidia and Mistral, urge policymakers to avoid broad restrictions on open-weight AI models as Washington debates responses to Chinese AI and alleged model distillation.
Users can now ask Attie questions about news, trends, and conversations on Bluesky and other apps on the AT Protocol.
大模型The AI lab Midjourney continues to expand its purview beyond image and video generation.
AI创投Trump’s science adviser Michael Kratsios has no science background. | Image: Getty / The Verge The Trump administration unveiled the first "Genesis Mission" grants on Thursday, directing $5 billion toward hundreds of AI-driven science projects in an effort the White House has described as "comparabl
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大模型Chinese AI lab Moonshot’s open model Kimi went viral this week for reasons that had less to do with the model itself and more to do with how the U.S. AI industry reacted to it. Meanwhile, an unreleased OpenAI model wandered outside its test environment and ended up connected to a real security breac
AI创投ChatGPT Voice on desktop can work with both ChatGPT Work and Codex to complete tasks and control agents.
芯片算力This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Supercooled kidneys have been transplanted into pigs in a “landmark achievement” When it comes to organ donation, time is everything. As soon as an organ has been
Agent7月24日,在 AnySearch 北京开发者沙龙活动现场,AnySearch 创始人兼CEO 薛冠群正式宣布推出“AnySearch 学生与开发者成长计划”(AnySearch Student & Developer Program)。该计划面向全球学生与开发者开放,旨在通过提供开放的 AI 搜索基础设施,支持更多 AI 创造者开展学术研究、开源创新和 AI 应用开发。 图片1 随着 AI 加速演进,AI 应用正在从简单信息交互迈向复杂任务执行,AI Agent 正在成为下一代应用的主流形态。在这一趋势下,实时、高质量的信息获取能力是 AI Agent 看见世界、完成任务的关键基础。然而,对
开源社区大公司: 字节跳动在中卫成立朔方星河科技公司,注册资本24亿 36氪获悉,天眼查App显示,近日,中卫朔方星河科技有限公司成立,法定代表人为田凯,注册资本24亿人民币,经营范围包括信息技术咨询服务、软件开发、信息系统集成服务、网络设备销售等。股东信息显示,该公司由北京字跳网络技术有限公司全资持股。 周生生、老凤祥等品牌金饰价格集体下调 当地时间7月23日,黄金白银大跌,油价狂飙。现货黄金跌1.96%,报4049美元;现货白银跌3.60%,报57.5967美元/盎司。国际贵金属期货普遍收跌。COMEX黄金期货跌2.4%,报4052.30美元/盎司;COMEX白银期货跌3.99%,报57.90美元
谁能保证超级数字员工不是下一个AI落地的窗口 撰文 | 李嘉星 编辑 | 张薇 封面来源 | 元企AI 七月初,秋招开始预热。你投出去的下一份简历,可能不是先被HR看到,而是先被一个AI员工读完。 机器筛简历并不新鲜。真正有意思的是,如果这个AI不只是帮HR筛一下简历,而是像一个新入职的同事一样,被交代一个目标后,自己去找人、沟通、打分、汇报结果呢? 最近,元企AI推出了第一款产品“超级HR”。它不是一个只解决单点环节的工具,而是试图像一个员工一样接下任务:拆解岗位需求,去招聘平台找人,看你的项目经历,给你打一个匹配分,再把“是否值得继续沟通”的理由交给人类HR。 今年3月底,清华博士陈猛和他
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Agent7月17日,2026世界人工智能大会在上海开幕。作为36氪连续第三年深入WAIC现场的重要内容窗口,「氪话未来」直播间也在大会首日同步开启现场对话。曾鸣教授在WAIC现场接受36氪「氪话未来」特邀专访,围绕AI时代企业增长、组织变革、智能复利、AI原生业务以及企业落地路径等话题,分享了他对于人工智能如何重塑商业模式与价值创造方式的观察与判断。 本届WAIC以“智能伙伴,共创未来”为主题。随着人工智能产业进入应用深化阶段,行业关注点正在从模型能力竞争逐步转向应用价值创造。相比过去几年围绕参数规模、模型性能和技术突破的讨论,2026年的AI产业正在更加关注一个核心问题:AI如何真正进入企业业务流程
Agent大模型是「大脑」,Marvis 想补上「小脑」 #欢迎关注爱范儿官方微信公众号:爱范儿(微信号:ifanr),更多精彩内容第一时间为您奉上。
DeepSeek的答案,不是只仰望星空,也不是只脚踏实地,而是用现实问题去支撑一个足够远的目标。 撰文 | 李嘉星 刘辰艺 编辑 | 张薇 头图来源 | DeepSeek 封面来源 | DeepSeek DeepSeek又一次被推到聚光灯下。 这家公司一度几乎是AI圈最神秘的存在:工程师文化、低调,创始人很少公开露面,团队也不像典型互联网公司那样频繁讲故事、做传播。但过去一年,它几乎每隔一段时间就会成为中文科技圈的中心。模型发布时,它因为低成本和开源刷屏;融资消息传出时,它因为估值和投资方引发讨论;这一次,梁文锋一场近4小时的投资人交流会录音流出,又让外界重新审视这家公司。 这一次,外界看到的
7月17日至20日,2026世界人工智能大会暨人工智能全球治理高级别会议在上海落下帷幕。黄浦江畔,热浪与人潮一起涌动。本届大会以“智能伙伴,共创未来”为主题,在世博、张江、西岸三地四馆展开。作为年度人工智能产业观察窗口,WAIC 2026留下的关键信号,不在于展陈规模本身,而在于AI叙事的重心变化:技术展示正在退居幕后,真实场景、系统交付与商业价值被推到台前。 这也是36氪“氪话未来”连续第三年走进WAIC现场。过去三年,AI产业经历了从模型竞速到应用试炼的转向。参数、榜单和Demo曾经定义行业热度;到今年,更多企业开始回答一个更具体的问题:AI如何进入业务流程,如何与人协同完成任务,如何在真
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大模型We spoke with several cybersecurity researchers, who look for unknown vulnerabilities and develop tools to exploit them, about how OpenAI’s and Anthropic’s guardrails affect their work.
这里记录每周值得分享的科技内容,周五发布。 本杂志开源,欢迎投稿。另有《谁在招人》服务,发布程序员招聘信息。合作请邮件联系(yifeng.ruan@gmail.com)。 封面图 西安大明宫遗址,使用亚克力透明板绘制古代建筑,让游客在原址体验当年的场景。(via) 资源,社会公平与算力 分享一个有趣的观点:资源太多,会造成社会不公平。我谈不上同意这个观点,就是觉得思路很奇特。 这是奥地利哲学家伊万·伊里奇(Ivan Illich)在1973年的著作《能源与公平》(Energy and Equity )中提出的,他认为用电量与社会公平有关。 "能源和公平只能在一定程度上同时增长。人均用电量低于某
大模型· 腾讯混元多模态理解负责人胡瀚离职,原团队或转向世界模型研究 · 字节跳动 Seed 启动 STEM 科学家计划 · 牧师称 ChatGPT 健康建议险些致命,起诉 OpenAI #欢迎关注爱范儿官方微信公众号:爱范儿(微信号:ifanr),更多精彩内容第一时间为您奉上。
今日热点导览 混元多模态理解负责人胡瀚离职创业,原团队或将聚焦世界模型 极氪回应“海外锁车”事件 客服回应滔搏暴力打折甩卖耐克库存:没有收到降价通知 哈兰德和亚马尔2.2亿欧元身价破纪录 张雪峰女儿再接手三家公司股份 TOP 3 大新闻 段永平:10年内大概率不会卖泡泡玛特 7月23日,段永平在社交媒体平台雪球上发表了他对近期投资操作的最新想法。雪球上有用户向知名投资人段永平提问:“阿段不会要减点泡泡玛特仓位去买马斯克的SpaceX吧?”对此,段永平回应称: 泡泡玛特我才刚开始买啊!我猜10年内大概率是不会卖的。不过,我的水果(苹果)已经比较成熟了,刚刚被call(看涨期权)走了一些,买了t-
2026-07-24 Hacker News Top Stories # 陶哲轩通过定义代数簇和多项式映射,构造了雅可比行列式为常数的映射,验证了其与雅可比猜想反例的等价性。 No Agenda Show 主持人、丈夫和父亲 John C. Dvorak 于 2025 年 7 月 22 日离世,享年 74 岁。 手写能激活更多脑区,作者分享了克服书写痉挛的方法,推荐使用钢笔和滚珠凝胶笔在纸张上书写。 实验表明各大 AI 实验室并未针对“鹈鹕骑自行车”的非正式基准进行针对性优化或作弊。 近 200 家硅谷初创公司联合致信特朗普政府,警告全面禁止中国开源 AI 模型将导致数百家美国初创公司立即死亡
The first known runaway AI agent - or a very bad marketing stunt? Martin Alderson's commentary on the OpenAI accidental cyberattack against Hugging Face includes a couple of details I hadn't considered. First, Hugging Face offers a truly rich target if you're trying to find potential vulnerabilities
大模型Amazon is launching an update to its Alexa Plus assistant that will allow it to connect to smart home devices in new ways. With the update, which is currently in preview, Alexa Plus can link up with tech from Bosch, Delta, Ecovacs, iRobot, Yale Home, Whirlpool, Tapo, Eufy, and others, while automati
芯片算力AMD is challenging its chipmaker rival with a new rack-scale system that will start shipping to customers later this year.
大模型Until now, voice mode has only been available on Claude Haiku, Anthropic's faster but less powerful model. Now the company is making its Opus and Sonnet models available in voice mode, and extending its reach into apps like Gmail, Slack, and Canva. When Anthropic launched voice mode last year, it wa
大模型Claude's new voice model will let you reschedule your meeting or draft an email.
AgentAegisAI co-founders developed AI agents that quickly analyze each message as a human would, paying attention to small anomalies that even the most elaborate checklist wouldn’t catch.
大模型Patreon is laying off 20 percent of its workers, or around 93 employees, as reported earlier by 404 Media. In a memo to employees, Patreon CEO Jack Conte writes that the company isn't making these changes "because we believe AI replaces humans," but says AI has "fundamentally transformed the tech in
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大模型The Media Router is a tool that automatically selects the best image, video, or audio generation model for a request based on whether a developer prioritizes quality, speed or cost.
大模型OpenAI is rolling out ChatGPT Health to everyone in the US on Thursday, allowing more people to connect their medical records and health-tracking information to the chatbot. During a briefing, Ashley Alexander, OpenAI's vice president of health product, says the company's models "are now capable of
大模型Users can also integrate their personal data from services like Apple Health, Function, and MyFitnessPal.
大模型David Bowie's song "Five Years," which Meta used in a supposedly inspiring advertisement, is about humans learning that they have five years left to live before the apocalypse.
芯片算力Etched, founded by three Harvard dropouts, has created new chips and memory components that speed up inference on any AI model -- no GPUs required, it says.
芯片算力If there's a place in the universe without GPUs, Nvidia is sending them there.
大模型Lawmakers are preparing to introduce an "AI Kill Switch Act" that would require AI companies to shut down or throttle their systems on orders from the Department of Homeland Security, according to a report from Politico. Reps. Ted Lieu (D-CA) and Nathaniel Moran (R-TX) are expected to introduce the
大模型This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. The power line that could reshape New York’s grid is hitting snags During a heat wave on July 3, New York State’s grid imported enough electricity from Canada to
AI创投Designing and developing a new medicine is an expensive, failure-prone scientific challenge. A new drug can take many years to develop, at the cost of a significant investment. And even then, most possible candidates never reach the patient. For biologic medicines, therapies made from engineered pro
大模型如果一切皆可生成,影像的「真实」与「必要」又该被如何重新定义? #欢迎关注爱范儿官方微信公众号:爱范儿(微信号:ifanr),更多精彩内容第一时间为您奉上。
AI创投大公司: 淡马锡旗下凯德投资与丰树合并谈判据悉陷入停滞 7月23日,据报道,由淡马锡控股支持的两大房地产资产管理公司——凯德投资与丰树投资的合并谈判已陷入停滞,双方在估值等问题上存在分歧。双方经过数月讨论后已放缓推进潜在合并交易,其他分歧还包括合并后公司管理层安排、人员调整方案以及部分业务表现疲弱等问题。不过,双方未来仍可能恢复谈判。(界面) 阿里云:真武芯片超节点已成功适配Qwen3.8,上线百炼提供推理服务 36氪获悉,7月23日,阿里真武M890超节点已成功适配Qwen3.8,并上线阿里云百炼平台提供模型推理服务,这是国内首个成功运行超2万亿参数大模型的超节点。 雀巢上半年销售额431亿
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大模型同一个模型,进入不同的壳,就不再是同一个「设计师」,这中间是 harness 的差异 #欢迎关注爱范儿官方微信公众号:爱范儿(微信号:ifanr),更多精彩内容第一时间为您奉上。
大模型230 刀的 Codex 键盘很好,但不是每个人都需要。 #欢迎关注爱范儿官方微信公众号:爱范儿(微信号:ifanr),更多精彩内容第一时间为您奉上。
芯片算力· AMD 与 Anthropic 达成数百亿美元 AI 服务器合作 · 台积电拟于 2027 年上调芯片代工价格,最高涨幅 10% · Claude Cowork 可通过录屏学习并保存可复用 Skill #欢迎关注爱范儿官方微信公众号:爱范儿(微信号:ifanr),更多精彩内容第一时间为您奉上。
大模型Health in ChatGPT now lets eligible U.S. users securely connect medical records and Apple Health to get more personalized insights and better understand their health.
Bringing Nunchaku 4-bit Diffusion Inference to Diffusers
I genuinely believe that if you took an open weights model from 2025 and built a pentest harness for it, it could do this kind of sandbox escape and scan/hack in most networks. This is only surprising because you assume OpenAI has sounder sandboxes. — Thomas Ptacek , doesn't think this even ne
This story is wild. The short version: OpenAI were running a cybersecurity test against an unreleased model, with the model's guardrail features turned off. Rather than solve the test, the model broke its way out of OpenAI's sandbox, then found exploits to break in to Hugging Face, all so it could c
2026-07-23 Hacker News Top Stories # OpenAI与HuggingFace合作应对预发布模型在评估中自主发现并利用零日漏洞链式攻击窃取测试答案的安全事件。 ChatGPT推出原生广告功能,品牌可根据上下文信号精准投放,早期广告主反馈积极,用户可控制数据使用方式。 Fireworks AI对比发现Kimi K3开源模型与Fable 5闭源模型通过任务路由策略可达到93%整体准确率,且K3成本低至后者的1/50。 Free Ink推出开源电子墨水阅读器生态系统,包含开源固件、硬件无关SDK和低成本硬件,强调开放格式、可维修性和无订阅。 欧盟法院在安妮·弗兰克版权
大模型Are AI labs pelicanmaxxing? Excellent piece of work by Dylan Castillo, who took a deep-dive into the frequently pondered question of whether the AI labs have been deliberately training models to draw pelicans riding bicycles in response to my deeply unscientific benchmark . I've been randomly spot-c
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大模型A podcast with Florian Brand.
大模型Google commits $40M in AI tokens and credits for the Genesis Mission
大模型News organizations are using AI to strengthen reporting, grow audiences, and improve business operations, with OpenAI tools supporting journalists and publishers worldwide.
AI创投OpenAI announces Project Camellia in Effingham County, Georgia, with commitments to responsible energy, community investment, jobs, and access to Codex.
大模型This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Shape-shifting mirrors on NASA’s new space telescope could unveil Jupiters like our own When NASA’s Nancy Grace Roman Space Telescope launches, as early as the en
大模型OpenAI outlines its commitment to advancing American science working with the U.S. Department of Energy and national labs to use frontier AI to accelerate discovery.
AgentIntroducing OpenAI Presence, a proven enterprise AI agent platform that helps organizations deploy trusted voice and chat agents for customer and internal workflows.
大模型NTT DATA Group uses ChatGPT Enterprise and Codex to help 9,000 employees automate work, cut incident analysis to 30 minutes, and scale secure AI adoption.
2026-07-22 Hacker News Top Stories # Kimi Work 是一款面向知识工作者的 AI 桌面代理,支持本地文件连接、浏览器自动化、多智能体协作和全球金融数据,并提供 macOS 和 Windows 版本。 Jelly UI 是一个零依赖的 Web 组件库,为原生 HTML 表单控件添加果冻般的弹性动效,支持暗色模式、RTL 和无障碍标准。 Google 发布 Gemini 3.6 Flash、3.5 Flash-Lite 和 3.5 Flash Cyber 模型,追求更高效率、更低延迟并强化安全,同时 Pro 模型正在测试。 通义千问图像 3.0 模型强调丰
大模型The State of Simulation for Physical AI: An Overview
大模型OpenAI launches the ChatGPT for Small Businesses program, helping entrepreneurs build AI skills, automate work, and grow with ChatGPT Work.
大模型We’re introducing new Gemini models, including Gemini 3.6 Flash, 3.5 Flash-Lite and 3.5 Flash Cyber.
Nativ: Run AI models locally on your Mac Prince Canuma is the developer behind the excellent MLX-VLM Python library for running vision-LLMs using MLX on a Mac. I'm really excited about his new project, which wraps MLX in a full macOS desktop application. It's similar in shape to LM Studio, providing
大模型Earlier this month I hosted a fireside chat session at the AI Engineer World's Fair with Cat Wu and Thariq Shihipar from Anthropic's Claude Code team. We talked about Claude Code, Claude Tag, Fable, coding agent security, evals, tool design, and how Anthropic use these tools themselves. The full vid
大模型This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. China’s AI models have Trump’s AI world at war with itself Last weekend, several current and former advisers to President Donald Trump on AI publicly lobbed insul
芯片算力The conversation about AI often centers on algorithms, computing power, or huge investments in new semiconductor fabrication plants and hyperscale data centers. But beneath each of these advances is another layer of innovation that makes them possible: advanced materials. Every new generation of AI
开源社区OpenAI and Hugging Face share early findings from a security incident during AI model evaluation, highlighting advanced cyber capabilities and lessons for defenders.
大模型David Vélez and Robin Vince join the boards of the OpenAI Foundation and OpenAI Group PBC, bringing global leadership in finance, technology, and governance.
Grabette: an open system to record robot-manipulation data
2026-07-21 Hacker News Top Stories # 中国开放权重AI模型正将计算劣势转化为分发优势,侵蚀美国企业盈利基础。 这是一个实时展示机场航班起降数据和统计的页面。 数学家借助AI找到了雅可比猜想的三维反例,推翻了该猜想。 黑客入侵并删除了罗马尼亚土地登记数据库,但官方持有离线备份。 欧盟拟向美国交出公民生物特征数据,以换取免签旅行待遇。 小米发布基于超10万小时真实操作数据训练的基础机器人模型,可快速适应新任务。 作者宣称用GPT-5.6以25美元成本发现WordPress远程代码执行漏洞,但被质疑为营销炒作。 OpenCode工具被批存在缓存失效、压缩脆弱和安全
I keep hearing anecdotes from people who used coding agents to reverse-engineer and automate devices in their homes. I think this is an interesting illustration of the impact of the reduced cost of writing code. Prior to agents, it was entirely possible to reverse-engineer home devices. The problem
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政策监管The singularity will be seen in hindsight as an interregnum
大模型OpenAI shares lessons from deploying long-running AI models, highlighting new safety risks, observed failures, and improved safeguards through iterative deployment.
We have been having extensive discussions around open source strategy. We will discuss it more at our next board meeting, but one thing we’d like to do soon is to create a language model with the approximate capability of GPT-3 that can run locally on consumer hardware and release that. We’d like to
AI Mania Is Eviscerating Global Decision-Making Here's an entertaining perspective from Nik Suresh on the AI mania that is overwhelming the large companies that he consults with. It's crammed with spicy anecdotes from anonymous sources. In one extreme case, I have seen an executive confess that they
In Rewriting Bun in Rust Jarred Sumner made the following claim: Claude Code v2.1.181 (released June 17th) and later use the Rust port of Bun. Startup got 10% faster on Linux but otherwise, barely anyone noticed. Boring is good. I decided to have a poke at my own Claude Code installation to see if I
Claude make Fable 5 permanent An update from the @claudeai account on Twitter: Beginning July 20, Claude Fable 5 will be included in all Max and Team Premium plans, at 50% of limits. Pro and Team Standard users will continue to have access to Fable via usage credits, and will receive a one-time $100
Google introduces Gemini 3.5 Flash Cyber, a lightweight cybersecurity model to find and patch vulnerabilities.
Is there something I can actually help you with today? — Kimi K3 , after refusing to leak its system prompt Tags: kimi , ai-personality , generative-ai , ai , llms
Tool: LLM cliché highlighter I got frustrated reading yet another article that was crammed with the clichés of LLM-generated writing - "no fluff, no filler, no jargon" type stuff - so I had Fable 5 vibe code up this app for highlighting ten common patterns that show up in that sort of writing. Tags:
大模型Sarah Friar, CFO of OpenAI, introduces a practical AI scorecard to measure ROI through useful work, cost per successful task, dependability, and return on compute.
这里记录每周值得分享的科技内容,周五发布。 本杂志开源,欢迎投稿。另有《谁在招人》服务,发布程序员招聘信息。合作请邮件联系(yifeng.ruan@gmail.com)。 封面图 上海某商场正在举办的"海绵宝宝"展览。(via) 你需要知道的 AI 内存知识 自己在家运行 AI 模型,可以选择两种硬件。 一种是独立显卡,目前最顶级的消费级显卡是英伟达的 RTX 5090,带有 32GB 显存,售价3万元人民币左右。 另一种是采用板载芯片组(CPU + 板载显卡 + 板载内存)的家用电脑,比如采用 AMD 公司 Strix Halo 芯片组(具体型号 Ryzen AI Max+ 395)的迷你电
大模型Chinese AI lab Moonshot AI announced Kimi K3 this morning, describing it as their "most capable model to date, with 2.8 trillion parameters". It's currently available via their website and API, but an open weight release is promised "by July 27, 2026". Moonshot are calling this the first "open 3T-cl
On file deletions. We’ve investigated a handful of reports where GPT-5.6 unexpectedly deleted files. What we have found is that this most commonly occurs when: Full access mode is enabled and codex is run without sandboxing protections, including without auto review being enabled The model attempts
大模型Learn how OpenAI is making ChatGPT safer for teens with age-appropriate protections, learning tools, parental controls, and expert partnerships.
大模型Companies coming to market are raising money at fastest pace this century.
大模型Inkling: Our open-weights model Mira Murati's Thinking Machines Lab just released their first open-weights model. Inkling is "a Mixture-of-Experts transformer with 975B total parameters, 41B active" - an Apache-2.0 licensed multimodal model trained on 45 trillion tokens of text, images, audio and vi
Tool: Mermaid to ASCII art (mermaid-ascii) After building the Mermaid to ASCII tool based on Grok Build's Rust code I learned that there's an older, more fully-featured Go library called AlexanderGrooff/mermaid-ascii that implements a similar pattern, so I had Claude Fable 5 compile that one to WebA
I realize that some people really dislike AI, but this is an area where I'm willing to absolutely put my foot down as the top-level maintainer. Linux is not one of those anti-AI projects, and if somebody has issues with that, they can do the open-source thing and fork it. Or just walk away. AI is a
大模型Google DeepMind and Isomorphic Labs are sharing our joint approach to bioresilience and AI models.
大模型How OpenAI’s creative team uses Codex to build custom creative tools, accelerate ideation, and prototype faster with context-aware AI.
大模型Tool: Mermaid to Unicode box art (grok-mermaid) While exploring the codebase for the newly open-sourced Grok CLI coding agent I came across xai-grok-markdown/src/mermaid.rs , a "self-contained terminal renderer for Mermaid diagrams" written in Rust. I figured it would be fun to try that out in a bro
AgentCars24 uses OpenAI-powered voice and chat agents to handle 1M+ monthly conversation minutes, recover 12% of lost leads, and bring agentic workflows to teams across the company.
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AgentWhat building Shippy taught us about building agents
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大模型OpenAI outlines a “reverse federalism” approach to AI governance, where state laws help build a national framework for safe, democratic AI.
大模型Explore GPT-Red, OpenAI’s automated red teaming system that uses self-play to improve AI safety, alignment, and prompt injection robustness.
Introducing Real World VoiceEQ: Measuring the human quality of voice AI
AgentLearn how enterprises can manage AI investments in the agentic era by measuring useful work per dollar, improving efficiency, and scaling high-value workflows.
大模型See how data science teams can use ChatGPT Work to build root-cause briefs, impact readouts, KPI memos, scoped analyses, and dashboard specs from real work inputs.
大模型See how sales teams can use ChatGPT Work to create pipeline briefs, meeting prep packets, forecast reviews, account plans, and stalled-deal diagnoses from real work inputs.
大模型Cryptographic code supports vital protections in modern computing systems. Learn how a new method helps verify code as developers write it while preserving speed and adaptability as it gets implemented and evolves. The post Verifying Rust cryptography in SymCrypt, from standards to code appeared fir
Agent"Context bombing" tricks hacking agents into shutting down before they can do harm.
Google and AIM launched ATL Saathi, a Gemini-powered AI tool empowering Indian educators in robotics labs.
开源社区The most serious test to date of open source AI’s viability is happening right now.
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大模型Chat 回答问题,Work 帮你干活,Codex 帮你写代码:一篇讲清三者区别、共享额度、价格,以及与 Claude Cowork 的差异。
大模型How Deutsche Telekom is becoming an AI-native telco with OpenAI-transforming customer service, employee workflows, network operations, and the future of voice.
这里记录每周值得分享的科技内容,周五发布。 本杂志开源,欢迎投稿。另有《谁在招人》服务,发布程序员招聘信息。合作请邮件联系(yifeng.ruan@gmail.com)。 封面图 贵州修文县的"穹岛·天坑咖啡",咖啡店建在巨大的溶洞之中。(via) 为什么 Dropbox 不成功 Dropbox,大家都知道吧? 它成立于2007年,创始人是麻省理工学院的学生,经常丢失 U 盘,于是想到可以把文件上传到服务器。 他就创业了,做出了世界第一个"云盘",当时是革命性产品。 这就是 Dropbox 的来历,它成立后快速走红,成为最早的头部 SaaS 服务"云公司"。 但是,出道即巅峰,这家公司后来的发
大模型Learn how to use ChatGPT, start your first conversation, and discover simple ways to write, brainstorm, and solve problems with AI.
Profiling in PyTorch (Part 3): Attention is all you profile
大模型Aurora 1.5 adds 22 more variables, hourly temporal resolution, and probabilistic ensemble forecasting to the Aurora foundation model, making it more useful for real-world weather, climate, and energy applications. The post Aurora 1.5: Extending open foundation models for weather and Earth-system app
AgentLearn how GPT-5.6 powers Microsoft 365 Copilot with stronger AI capabilities across Word, Excel, PowerPoint, Chat, and Cowork for faster, higher-quality work.
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AgentChatGPT Work is an agent that can take action across your apps and files, stay with a project for hours if needed, and turn a goal into finished work.
大模型More intelligence from every token, stronger performance per dollar, and more capability on demand for your hardest work.
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开源社区Short chart specifications are easy to write, but often produce uninspiring results. Flint is an open-source visualization language that offers a middle path, letting AI agents create expressive charts from compact, human-editable specifications. The post Flint: A visualization language for the AI e
大模型Learn how OpenAI approaches government and national security partnerships, with principles for responsible AI use, democratic accountability, and public safety.
大模型A new analysis from OpenAI reveals issues in SWE-Bench Pro, a popular coding benchmark, raising concerns about reliability and accuracy in evaluating AI models.
大模型OpenAI Academy and the Walton Family Foundation are bringing hands-on AI Skills Jams to help K–12 educators build practical AI skills for the classroom.
大模型"HalluSquatting" weaponizes LLMs' inability to say "I don't know."
大模型A new generation of voice models for natural human-AI interaction, now powering ChatGPT Voice.
Native-speed vLLM transformers modeling backend
开源社区From Hugging Face to Amazon SageMaker Studio in one click
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开源社区Hugging Face Models on Foundry Managed Compute
Agent... government of the people, by the people, for the people ... The cost of AI is dropping rapidly. GPT-4-class capabilities cost roughly $30 per million tokens in early 2023; today the same runs under $1, and some providers are pushing costs below $0.10. Across benchmarks, inference prices have fal
大模型MUFG uses ChatGPT Enterprise to build an AI-native organization, improve workflows, and deliver new AI-powered financial services at scale.
大模型See how Australian Payments Plus uses ChatGPT Enterprise and Codex to move faster through payments complexity. AP+ saves time, improves quality, and keeps human judgment central.
Run AI workloads on any cloud, store on Hugging Face: zero-egress storage with SkyPilot
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芯片算力Is this the beginning of a new world?
Agent最近大家都在热议“设计循环 (designing loops)”,而不是简单地给你的写代码的 AI 智能体 (AI Agent) 下提示词。如果你在 X(原 Twitter)上逛一逛,想搞清楚“循环”到底是个啥,你会看到五花八门的答案。
大模型Google DeepMind and A24 announce first-of-its-kind research partnership
这里记录每周值得分享的科技内容,周五发布。 本杂志开源,欢迎投稿。另有《谁在招人》服务,发布程序员招聘信息。合作请邮件联系(yifeng.ruan@gmail.com)。 封面图 内蒙古乌兰察布的"草原方舟",内部是一个文化空间,举办艺术展览、文化交流、商业活动等。(via) 我在智念 AI 的日子(小说) 下面是一篇老外写的超短篇小说,也可能是 AI 写的,我不确定,但觉得很有趣,分享给大家。 为了易读,我做了一些修改,把内容"中国化"了。 1、 十四个月之前,我加入了一家叫做"智念 AI"的公司。 入职不久,公司进行新员工培训。首席执行官对我们说,公司的使命是为用户打造 AI 时代的个人品
Congratulations to the Berkeley Artificial Intelligence Research (BAIR) Lab class of 2026! This year, BAIR celebrates another remarkable group of Ph.D. graduates whose curiosity, creativity, and perseverance have pushed the frontiers of artificial intelligence and machine learning. Their work spans
Hugging Face and Cerebras bring Gemma 4 to real-time voice AI
大模型Telling an LLM that 2 + 2 = 5 is enough to make it follow forbidden instructions.
AgentScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration
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AgentAI agents often fail because their instructions, or skills, are manually modified with no guarantee of improvement. Learn how SkillOpt turns skill editing into a training process, making agent behavior more reliable without changing model weights. The post SkillOpt: Agent skills as trainable paramet
大模型Start building with Nano Banana 2 Lite and Gemini Omni Flash
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大模型New OpenAI Signals data shows how ChatGPT adoption is growing globally, with users increasing usage, exploring more capabilities, and driving growth across regions and languages.
下面是 Anthropic 公司创始人 Dario Amodei 的言论。 大家看看,是否认同他的说法,还是觉得这是混淆视听,胡说八道。 他说,AI 模型就算公开,你也看不到它的内部运作,所以业界不把它叫做"开源"(open source),而叫做"开放权重"(open weights)。 传统的开源项目可以许多人一起加入开发,一起修改,汇集大家的智慧,项目越做越好。 但是,开源 AI 模型不是这种模式,它只是公开了权重文件,你根本没法提交修改,参与它的开发。 所以,他看到新模型,从来不问开不开源,这是无所谓的。他只问一句:它够不够好,在重要任务上有没有赢过我们。 而且,开源模型不等于免费模型
大模型Introducing GeneBench-Pro, a new benchmark testing AI performance in genomics, biology, and scientific research using complex, real-world datasets.
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大模型OpenAI engineers used large-scale core dump analysis to debug rare infrastructure crashes, uncovering both a hardware fault and a long-standing software bug.
开源社区Featuring Every Eval Ever Results on Hugging Face Model Pages
AgentAI agents can't remember past conversations. They must constantly reload or retrieve context, which grows less efficient as tasks get longer and more complex. Memora solves this with a scalable memory system separating what’s stored from how it's retrieved. The post Memora: A Harmonic Memory Represe
大模型DiScoFormer: One transformer for density and score, across distributions
芯片算力What eras bookend our interregnum?
AgentA new OpenAI report maps how AI could reshape jobs across the EU, highlighting which occupations may face automation, growth, or workflow changes.
大模型An assessment of the open ecosystem and the motivations behind releasing models
大模型HP Inc. scales its OpenAI Frontier partnership to deploy AI across customer experiences, software development, and enterprise operations.
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大模型OpenAI previews GPT-5.6 Sol, a next-generation model with stronger capabilities in coding, science, and cybersecurity, paired with its most advanced safety stack.