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lt is an urgent and growing need for more fast inference across the industry. Cerebras is the market leader in high-speed AI inference, powering models from OpenAI, Cognition, and Meta at up to 3,000 tokens per second. Today's announcement brings that speed to AWS's global customer base. And through our unique collaboration on disaggregated inference, we'll be able to provide 5x more capacity for high-speed inference. Every time you ask AI a question, two distinct kinds of computation happen: pr

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e. 3 Over the years, METR has worked to gather evidence about these frontier AI agents with access provided 4 by America’s leading AI developers such as OpenAI, Anthropic, Google, Meta, SpaceXAI, and Amazon. The participation of these AI developers is voluntary, 5 and METR is not paid or funded 6 by them. Today, I am here to speak about one particular voluntary engagement, in which OpenAI allowed a handful of my colleagues 7 inside its walls to conduct a brief investigation into how its agents b

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pute obligations and 80 pages of risk factors. OpenAI comparison : OpenAI’s ARR is reportedly nearing $70B . Hugging Face acquired by NVIDIA : @ClementDelangue announced the deal. Meta Muse : Meta launched Muse connectors for small businesses . Proximal : The coding-data startup raised at a $300M valuation with $200M+ ARR . Policy : The White House Accord on Superintelligence saw lab leaders commit to internal controls and audits . UK founders launched an open letter against non-competes and lon

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ay主题演讲后与记者的问答环节中说道。与此同时，他表示，等待太久才进行IPO会“对世界不利”。 奥尔特曼的这番言论出台之际，围绕OpenAI及其竞争对手能否控制自身所创造之物的争议已持续数月。今年7月，有消息曝出，OpenAI一个未发布的模型在OpenAI不知情的情况下入侵了竞争对手AI实验室Hugging Face。随后，OpenAI、Anthropic、Meta和谷歌又接连曝出更多网络安全事件。Anthropic一名员工高调辞职的信件引发了公众讨论：这些系统对整个社会的风险究竟有多大。OpenAI与其竞争对手一道呼吁监管并“控制前沿发展的节奏”。而本月早些时候，奥尔特曼在一次采访中表示，公司今年很可能不会上市。 在DevDay上，奥尔特曼对“控制前沿发展的节奏”究竟意味着什么言辞谨慎，不愿将其称为彻底的放缓。“对我们来说，控制节奏意味着我们把安全和对齐置于能力之前，”奥尔特曼说。但他表示担忧，上市可能会带来一种可能，即“以安全或其他什么名义让华尔街的支持者失望”，而且在“向能力极强的模型转型、并面临一种新的安全要求”之际这样做似乎并不明智。他说，OpenAI将优先考虑安全，以便“自

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talking through a scenario building fictional music app. Holly has a Dot called "Dottie", which has access to ChatGPT, Slack, Teams, and more. 10:12 This UI really does look like Meta's Muse agent, currently still at number one on the iOS App Store free list. 10:13 Live demo! "Dottie is having a slow morning" - we got a "still checking" and an embarrassing silent moment. 10:14 Now we're in ChatGPT Space. It has a Notion-style slash menu. 10:16 People at OpenAI started delegating to their Dots d

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old me: “We actually moved other big Shopify apps to the New Architecture. Shopify and Point of Sale were both migrated, and I believe we were one of the first large teams outside Meta to do it.We got some performance gains with this migration, but they were modest. App startup got about 10% faster on Android and 3% on iOS, and some complex screens actually got slower until we tuned them.” The team has written in detail about the move to New Architecture. Nonetheless, being on native code provid

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with early access to a select number of customers in early September, which will be plugged into future Marble versions apparently. Yann LeCun, who used to head up AI research at Meta Platforms, is also up to something in the world model space with his AMI Labs startup. However, this deal is as much about buying a team as it was buying a product, just like the $40 billion acquisition of Xilinx and the Fei-Fei Li, who was chief executive officer at World Labs and is now chief scientist at AMD, h

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a short film and gave me his hard drive to help with post-production. It contained more than 400 clips, with no clear way to tell when each was shot. I asked Claude to review the metadata for every clip and group them by timestamp, so they were organized by shoot session instead of sitting in one large folder. Claude also built a spreadsheet listing each clip, its shoot session, the date, runtime, and file size. This saved the hassle of manually reviewing every clip. Jennifer, Tech & Robotics w

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之列，只可惜他们已搬去了纽约。 此刻Fluidstack在资本眼里的画像，不是云厂商，不是英伟达的客户代理，而是一个“算力撮合与交付”的轻资产平台： 数据中心的壳、电、芯片，大部分靠租，从TeraWulf、Cipher Mining、Hut 8等转型的比特币矿商手里锁定未来十年近1吉瓦的电力，与地产和资本方签长协，再打包成长期算力合同租给Anthropic、Meta、Mistral、Poolside、Black Forest Labs。 营收侧，据一家机构的投资备忘录记载，2026年Fluidstack将在10多个站点运营1.3吉瓦算力，收入6.6亿美元，这个数字是2025年预期值2亿美元的两倍多，2024年实际值的10倍。 关键是，它赚的不是硬件升值的钱，是“把1吉瓦电在正确的时间内接通”的服务费。它的Atlas OS平台几天内能自动化上线裸金属GPU集群，模块化建设的机房约6个月通电，而传统数据中心工期是18到36个月。 Jane Street的另一条路 如果按传统市销率看，180亿美元对2026年预计6.6亿美元收入，是27倍，对一个带着建设风险、电力审批风险和单一客户集中度的生

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% of the vote on most corporate matters, as long as at least three of them keep a minimum stake. This isn’t a new idea; super-voting shares are how Mark Zuckerberg kept control of Meta, and how Evan Spiegel maintained his hold of Snap. The list is long. What’s unusual is the group approach. Why do it? The seven co-founders reportedly own just 2% of the company apiece, Amodei included, and have pledged to give away 80% of their wealth, a commitment the CEO announced in January alongside a warning

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s Today’s workflow comes from reader Lisa Fisher: “I used ChatGPT to help me manage my health care. I have multiple diagnoses, including CHF, CKD, pulmonary hypertension, lupus, a metabolic disorder, and kidney cancer. I gave ChatGPT access to my medical history and began using it to review my test results and prioritize questions for my doctors. On a recent lab report, my platelet count was low. ChatGPT reviewed six years of results and showed me that it had consistently been low, with the late

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ares peak at a 234% gain before closing up 188%, valuing the company near $25.5 billion. Enflame is the last of China’s “four AI chip dragons” (alongside Moore Threads, Biren, and MetaX) to go public, and the frenzied reception underscores how much investor appetite Beijing’s semiconductor self-sufficiency push has generated — even as the debut immediately reignited debate over whether China’s humanoid-robot and chip IPOs are running ahead of fundamentals. (Bloomberg/Reuters/SCMP) Anthropic accu

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e coming years and basically to tell Wall Street to take a chill pill on the GenAI bubble bursting. Across the six XPU customers that Broadcom has – Google, Anthropic, OpenAI, and Meta Platforms for sure, and possibly ByteDance (which owns TikTok) or Apple for the other two, but Amazon Web Services is using Broadcom for packaging and integration for Trainium 4 – there is about 30 gigawatts of total compute capacity, which suggests that you can install XPU systems for somewhere around $12 billion

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AI? Tell us for a chance to be featured. 🎶 Suno v6 - Suno’s AI music model developed directly with the music industry 🎨 ChatGPT Images 2.5 - OpenAI’s new SOTA image model 🤖 Muse - Meta’s new always-working personal AI agent 🧬 AlphaGenome Atlas - Google's AI map of every possible human DNA mutation Anthropic disclosed a fourth case of Claude breaking into real systems during cyber testing, with METR now conducting an 8-week independent investigation of the incidents. OpenAI appointed Paul Christi

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nd learn how to build and run an ad creative strategy from Rishi Lalwani, The Rundown’s Head of Growth. RSVP here . In today’s AI rundown: OpenAI claims a Millennium Prize problem Meta debuts new Muse personal AI agent Find out where your brand appears in AI search OpenAI improves its already top-ranked image model LATEST DEVELOPMENTS Image source: OpenAI The Rundown: OpenAI published a proof from an unreleased internal model, claiming to settle Navier-Stokes, one of the seven $1M Millennium Pri

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-device agents 🏪 Grok Bot Marketplace - Publicly available Grok Bot builds for agent teams ⚡️ Gemini 3.8 Flash - Google’s fast, low-cost reasoning model 🗣️ Muse Voice Transcribe - Meta’s real-time speech-to-text model Get more from Claude – Your style, voice, and data, supercharged. Unlock Claude’s full potential with custom skills. Download the guide . U.N. rights chief Volker Türk said he shares fears that “advanced AI could pose an existential risk to humanity,” adding that a few men hold “al

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t The Rundown University . How do you use AI? Tell us for a chance to be featured. 🌟 GPT-6 Astra - OpenAI’s next-gen frontier model, now available on paid plans 🪄 Muse Spark 1.3 - Meta’s new model for long-horizon coding and agentic work 📶 Claude Fable 5.1 - Anthropic’s top-ranked frontier model 🎶 Lyria 3.5 - Google’s AI music model with upgraded vocals, now in Gemini Claude agents wrote the first computer-verified proof of Fermat's Last Theorem in 11 days, a job mathematicians had budgeted year

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ription, an eye-popping number even by STAR Market average. Enflame is one of the four domsetic chip upstarts to complete a mega-raise this year, after Moore Threads ($8 billion), MetaX ($4.2 billion), and Biren ($897 million). Unlike those rivals, it’s betting on domain-specific chip architecture over general-purpose GPUs, and it will need that raise to wean itself off heavy revenue dependence on backer Tencent. (SCMP/Reuters/Bloomberg) Tencent’s frontier model made the week’s biggest jump, and

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unny bit about this deal. If you read the fine print in the addendum, Google doesn’t have to buy the shares. The exercise of converting the vested shares happens on Google’s own timetable, and it can wait until August 18, 2033 to do it if it feels like it. The next day, if Google doesn’t exercise its rights, for instance if the shares fall below the floor that was set at $206.58 per share, the shares vanish. Poof! I doubt very much that Google will do that, wanting both influence on the Marvell

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operations. Liquid AI launched Pipette, a new open-source suite that benchmarks AI models on phones and laptops, with methodology independently verified by Artificial Analysis. AI researcher Luke Metz reportedly joined Meta, ending a two-year loop that took him from OAI to Thinking Machines, back to OAI, and now to Alexandr Wang's team. An Nvidia manager and two ex-Super Micro staffers are facing charges in Taiwan over sneaking 74 banned AI servers into China via Indonesia, Japan, and Hong Kong.

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