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）
HN 热议 · 12 分 / 1 条评论
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大模型At libraries around the country, "Avoiding AI" workshops have elicited unprecedented demand.
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.
大模型![[AINews] Claude Opus 5: Fable-level performance at Opus price (half Fable)](https://substackcdn.com/image/fetch/$s_!FqD_!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fmedia%2FHOBjK6cbIAA2Yph.jpg)
大模型ain't nobody beats Anthropic at distilling Fable!
大模型今日热点导览 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
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
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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.
大模型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.
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
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大模型7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
![[AINews] Black Forest Labs FLUX 3 - Multimodal Flow Models that beat Seedance 2.0, Gemini Omni and Grok Imagine, and FLUX-mimic video-action robotics model](https://substackcdn.com/image/fetch/$s_!3n0x!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F__ss-rehost__tw-video-preview-13_2080308957898481664.jpg)
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大模型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.
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。
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
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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.
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.
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
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。
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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。
![[AINews] "Laguna S 2.1 Released: Cheaper than Deepseek v4 Flash, Better than V4 Pro"](https://substackcdn.com/image/youtube/w_728,c_limit/9_0hs2sxHHo)
大模型a quiet day lets us highlight a new neolab win.
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.
大模型Bringing Nunchaku 4-bit Diffusion Inference to Diffusers
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.
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.
![[AINews] AI Cybersecurity becomes top of mind](https://substackcdn.com/image/youtube/w_728,c_limit/1lgFGaHoGq8)
大模型Several new Cyber headlines make us observe a trend
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Xaira Therapeutics is all in on data generation for model building! We talk with Bo Wang and Ci Chu about how and why.
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
GPT-5.6 and Grok 4.5, Meta's Muse Spark 1.1, regulatory developments in AI and data centers, interpretability research from Anthropic, and the future of AI policy with AI 2040
Trump lifts restrictions on Anthropic, Anthropic launches Claude Sonnet 5, Google's NotebookLM updates, chips stories from Etched and Baidu, and more!
Anthropic's AI treaty discussions, US government's influence on AI model releases, OpenAI's processor development, memory market impacts, and more!
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.
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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
大模型How LLMs Learn Low-, Medium-, and High-Effort Reasoning Modes
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 $100
Google introduces Gemini 3.5 Flash Cyber, a lightweight cybersecurity model to find and patch vulnerabilities.
Is there something I can actually help you with today? — Kimi K3 , after refusing to leak its system prompt Tags: kimi , ai-personality , generative-ai , ai , llms
Tool: LLM cliché highlighter I got frustrated reading yet another article that was crammed with the clichés of LLM-generated writing - "no fluff, no filler, no jargon" type stuff - so I had Fable 5 vibe code up this app for highlighting ten common patterns that show up in that sort of writing. Tags:
大模型Sarah Friar, CFO of OpenAI, introduces a practical AI scorecard to measure ROI through useful work, cost per successful task, dependability, and return on compute.
![[AINews] Kimi K3 2.8T-A50B: the largest open model ever released; Opus 4.8-class at Sonnet 5 pricing](https://substackcdn.com/image/fetch/$s_!xVk0!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7d22c3fe-fde7-4c91-9e50-83b1597fe747_1958x1160.png)
大模型a great week for open models continues.
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
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.
![[AINews] Thinky's Inkling: 975B-A41B multimodal, new best American Apache 2.0 open model (with Inkling-Small, 276B-A12B)](https://substackcdn.com/image/fetch/$s_!AvrX!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F90048da3-a87f-44d8-8ad4-e954031d2721_2540x1692.png)
大模型Thinky's first full LLM release is a banger and bonus: it's open weights!
大模型Tool: Mermaid to Unicode box art (grok-mermaid) While exploring the codebase for the newly open-sourced Grok CLI coding agent I came across xai-grok-markdown/src/mermaid.rs , a "self-contained terminal renderer for Mermaid diagrams" written in Rust. I figured it would be fun to try that out in a bro
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大模型OpenAI outlines a “reverse federalism” approach to AI governance, where state laws help build a national framework for safe, democratic AI.
大模型Explore GPT-Red, OpenAI’s automated red teaming system that uses self-play to improve AI safety, alignment, and prompt injection robustness.
大模型Introducing Real World VoiceEQ: Measuring the human quality of voice AI
大模型![[AINews] Codex usage up >10x in 6 months to 7M users, +1M in the past ~day; did Codex overtake Claude Code??](https://substackcdn.com/image/fetch/$s_!cqvt!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09c078c3-d47d-4ab1-91e5-b09ad5d082dd_1388x902.png)
大模型a quiet day lets us fact check some numbers against the sound of silence of Claude Code reporting...
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
大模型We compared 100 human annotated traces against automated eval systems. Here's what we found.
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.
![[AINews] OpenAI launches GPT 5.6 Sol/Terra/Luna, Codex becomes ChatGPT superapp](https://substackcdn.com/image/youtube/w_728,c_limit/-MPGU2a67Ls)
大模型A big day for OpenAI.
大模型Learn how to use ChatGPT, start your first conversation, and discover simple ways to write, brainstorm, and solve problems with AI.
大模型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
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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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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."
![[AINews] Lilian Weng summarizes 35 papers on Harness Engineering for RSI](https://substackcdn.com/image/fetch/$s_!L_Ci!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F603a46c6-cedc-4b38-a660-2fa1d4b3f4ba_1626x1146.png)
大模型a quiet day lets us read some condensed insight
大模型A new generation of voice models for natural human-AI interaction, now powering ChatGPT Voice.
大模型Native-speed vLLM transformers modeling backend
大模型![[AINews] The Field Guide to Fable](https://substackcdn.com/image/youtube/w_728,c_limit/9fubhllmsBU)
大模型a quiet day lets us digest the world's most significant model launch... to date.
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.
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大模型The concept of recursive self-improvement (RSI) dates back to I. J. Good (1965), where he defined an “ultraintelligent machine” as a system that can surpass humans in all intellectual activities and design better machines to improve itself. Yudkowsky (2008) used the phrase “recursive self-improvemen
大模型Google DeepMind and A24 announce first-of-its-kind research partnership
大模型Over the past several years, model capabilities and training dataset sizes have experienced exponential growth. During the past year or so, the time between new-frontier-model releases has gone down from months to weeks. Reliable and fast access to storage is important to both the speed and computat
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
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大模型Telling an LLM that 2 + 2 = 5 is enough to make it follow forbidden instructions.
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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.
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.
大模型DiScoFormer: One transformer for density and score, across distributions
大模型.da-fig { max-width: 600px; margin: 1.6rem auto; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Helvetica, Arial, sans-serif; /* proof-surface tint: neutrals nudged toward one hue at low chroma. Change --proof-hue (and --proof-chroma) to retint the whole panel. Hue 75 = warm sto
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.
大模型Machine Intelligence
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.
大模型Privacy controls — systems that enforce retention, access, allowed-purpose, downstream-sharing, or anonymization policies — require a reliable understanding of data to function. Before such a control can operate effectively, it must know exactly what it is looking at. This can be complex, as demonst
Smart glasses like the Ray-Ban Meta and Oakley Meta Vanguards need to pack enough energy to power features like cameras, speakers, AI workloads, and even a display. But it all has to fit into the glasses’ temple arms. So how do you place a battery with enough power to run a pair of smart glasses [..
大模型How religious are beliefs in the singularity?
A sandboxed target, inputs that influence task difficulty, tools, and a grader.
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大模型Claude Design 的关键不在 Harness，而在模型能否同时处理 UI/UX、数据结构、状态管理和交互逻辑。
大模型One step further into the power politics of frontier AI systems.
大模型大模型When will markets price the singularity?
大模型A curated roundup of notable LLM research papers that came out this year
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大模型This was my last week at the Allen Institute for AI (Ai2), where I got the great privilege to work on the Olmo models, to grow, to learn, and to have broad lasting impacts.
大模型Do you feel as though you are living in a revolution?
大模型Where marginally higher intelligence drives value, and where it doesn't.
大模型Elon Musk Loses $150 Billion Suit Against OpenAI and Sam Altman, Google updates its Gemini app to take on ChatGPT and Claude at IO 2026, and more!
Build a threat model, discover vulnerabilities, verify, triage, and patch.
大模型If you go to your favorite social media site, you will find it full of posts that start to look suspiciously similar to each other:
大模型What AI-driven miracles will happen this year?
Google unveils AI model Gemini 3.5 and AI agent Gemini Spark, Omni turns images, audio, and text into video, Musk loses OpenAI court battle
OpenAI launches new voice intelligence features in its API, Thinking Machines drops a new, highly responsive model designed for humanlike interactions in real time, and more!
大模型Welcome to Import AI, a newsletter about AI research.
大模型An eventful month with one flagship release after another
大模型From Gemma 4 to DeepSeek V4, How New Open-Weight LLMs Are Reducing Long-Context Costs
AI 正在重塑初创公司的生命周期：从构思、MVP、发布到扩展，创始人可以用 Claude、Claude Code 和 Claude Cowork 压缩验证、开发和运营周期。
大模型Further reflections on China's high-participation, open-first AI ecosystem.
Fiona Fung 以 Claude Code 团队实践说明，AI 时代的软件工程不再卡在写代码，而是卡在验证、评审、跨职能协作和安全边界。真正需要重构的是流程、组织结构、知识共享方式和衡量指标。
深入探讨 Anthropic、OpenAI、Perplexity 和 LangChain 究竟在开发什么。涵盖编排循环、工具、记忆、上下文管理以及所有能将“无状态”大语言模型转变为全能 Agent 的核心组件。
大模型.apr-fig { text-align: center; margin: 1.35em 0; line-height: 1.4; } .apr-fig--wide img { display: inline-block; width: 100%; max-width: 100%; height: auto; vertical-align: middle; } .apr-fig--wide-0-8 { max-width: 80%; margin-left: auto; margin-right: auto; } .apr-fig--tall img { display: inline-bl
大模型Lessons from my trip to talk to most of the leading AI labs in China.
Dario 和 Daniela 把 Anthropic 的增长、算力、安全和组织级 AI 摆到了同一张指数曲线上。
大模型First week of Musk v. Altman, OpenAI ends Microsoft legal peril over its $50B Amazon deal, DeepSeek previews new AI model that ‘closes the gap’ with frontier models, and more!
大模型‘Distillation attacks’ is a horrible term for what is happening right now.
大模型The first step towards recursive self improvement
Our 243rd episode with a summary and discussion of last week’s big AI news!
Context as infra, taste as config, verification for autonomy, scale via delegation, closing the loop.
ChatGPT’s new Images 2.0 model is surprisingly good at generating text , Alibaba Drops Qwen 3.6 Max Preview , SpaceX is working with Cursor