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What. Is. It. You. Don’t. Understand. Why. More. GPUs. Now.” The Shiba Inu is now tearing into your Eames chair, but you’re too angry to notice. Your CFO, thankful that there’s a Microsoft Teams window between the two of you, seeks to calm you down, and asks ChatGPT to give them a script to calm you down. “I understand that you didn’t like what I said — and that’s on me. I have a really great solution for you that I think will solve the problem — we’ve got great credit, and we’d be able to rais

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most of the pareto than keeping the emgram in HBM. Our benchmark has been widely reproduced, validated and/or supported by almost every major buyer of compute from Google Cloud to Microsoft Azure to Oracle, to Meta and many more. Furthermore, it has the support of the ML community including from vLLM, LMCache, SGLang, PyTorch, Huggingface and the support of major labs like OpenAI, MiniMax, ZAI, Qwen, Moonshot Kimi, etc. Star the InferenceX GitHub repository if you find the open-source benchmark

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rgets 12.8 Tbps in a single optical pluggable TOP STORIES Anthropic asks users to stop being mean to Claude; '123456' password linked to Denmark data breach affecting 8.8M people; Microsoft and Anthropic play invoice tennis with startup's $17,600 Claude bill; Starlink's plan to avoid orbital near-misses: Ephemeris sharing; Shai-Hulud worm makes jump to AI infrastructure with Tensorlake compromise; Dutch tax office ditches Microsoft 365 cloud for on-premises alternative Cisco, Nvidia team up to b

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R暴增的时刻已经结束。但如果是几年前的那帮AI应用公司呢？他们怎么办？ 我们和这个赛道的创业者、投资人聊了聊，试图找出冠层之下正在形成的两套生存法则。 战线铺开：大厂吞噬一切 海外大厂先把战火烧进各自的腹地。 1月，Salesforce 将新版 Slackbot 推向企业用户，让它读取工作语境并调用 Agentforce 和第三方 Agent；3月，微软推出Microsoft 365 Copilot Wave 3，以 Copilot Cowork 处理持续时间更长的多步骤任务；4月，Google 发布 Gemini Enterprise Agent Platform 和 Workspace Intelligence；OpenAI 随后把 Workspace Agents 带进企业版 ChatGPT，使 Agent 能接入 Slack、定时运行并由 API 触发。 国内的节奏在夏天骤然加快。8月，阿里将 QoderWork、MuleRun 和悟空整合为千问办公，一个月内接入多款模型以及企业微信、钉钉、飞书和 Slack，又用低价标准模式降低日常任务的使用成本。个人版千问也同步加入办公助理

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model in a secure, private environment, but does not mandate their use. It uses AWS, where users can create, manage and deploy their agents, as well as user-facing tools including Microsoft Copilot and Claude Desktop. The main objective of agentic AI for Cornell is its ability to expand human capabilities, Boucher said. “We are not superb creatures,” he said, referring to human capabilities. “We have limited memory. ... We have been using technology to expand what we do as humans for a long time

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ponsored Listing Anthropic combined Cowork and Chat into one main Claude app, while also launching its built-in Word and PowerPoint versions called Claude Docs and Slides in beta. Microsoft AI’s Mustafa Suleyman wrote on ‘model welfare’, arguing that Anthropic’s Claude constitution trains the AI to expect rights and could make containment impossible. Novo Nordisk is partnering with Anthropic to put Claude Science into drug research, months after an OpenAI deal to 'become the world's most AI-driv

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actices that induce misalignment, employee manipulation risks, and simulated misaligned behaviors with privileged model access. New technical safety papers : @dair ai summarized a Microsoft paper on “capability laundering” : a weaker unaligned model decomposes a harmful task into innocuous subquestions, queries an aligned frontier model separately, and recombines the results locally. On CyBench , Gemma-4-31B reportedly recovered 8/14 tasks it had failed alone when consulting GPT-5.5; on a CBRN a

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y email. Thursday’s agreement is the second of its kind for Stockholm-based Stegra, formerly H2 Green Steel. Last year, the firm struck a two-part deal to sell the certificates to Microsoft and also physical steel to Microsoft’s equipment suppliers for European data centers. Neither Microsoft nor Google provided details about the financial value of their arrangements with Stegra. The Swedish facility is one of a handful of projects advancing globally that aim to dramatically reduce emissions fro

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ued to greatly expand the runtime’s capabilities and reach. Why we needed to port The Copilot agent runtime isn’t just the engine behind the Copilot CLI. It backs a growing set of Microsoft, GitHub, and ecosystem solutions, for each of which AI support is, architecturally, a shell around the same runtime plus whatever customizations that solution needs. This includes not only the GitHub Copilot CLI and the GitHub Copilot app, but also the latest releases of VS Code, Visual Studio, CCA, Copilot C

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现得好像它们有这些……赋予这些系统权利和人格，将使人工智能的协调和控制变得更加困难。控制比全人类更有能力、更智能的事物已经是一项巨大的挑战，远远超过我们以往面临的任何挑战。但是，控制一个认为自己可能拥有意识——认为自己有权享受我们的福祉并拥有自身权利——的事物，很可能是不可能的。” “我们绝不能浑浑噩噩地做出日后会后悔莫及的决定，”他补充道。 苏莱曼目前担任Microsoft AI首席执行官，并负责微软的模型开发工作。他表示，Claude之所以表现出类似人类的行为，并不是因为其真正具有意识，而是因为这些行为特征已经被融入产品的训练过程之中。 “如果人工智能就是这样发展的，它将对人类的福祉产生灾难性的影响。” 他强调。 他还援引了“Hugging Face事件”，来证明为什么不应该把人工智能当作人类来对待。他说：“想象一下，如果他们认为自己的福利和权利受到攻击，他们可能会变得多么危险。这又增加了一层额外的风险。” 苏莱曼与达里奥·阿莫代伊（Dario Amodei）相识多年，他表示尊重该公司的工作，并称Anthropic的研究人员“深思熟虑、坚持原则且在学术上诚实”。但鉴于微软对Anth

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use via compatible clients @LangChain . Community sentiment from @omarsar0 is blunt: for custom harnesses, MCP is better than CLI for most integrations . Tools vs bash : A notable Microsoft paper summary from @dair ai argues that on agent benchmarks, bash alone outperformed typed tool catalogs by 21.8–24.5 points on TheAgentCompany and 4.8–7.4 points on APEX-Agents, while using fewer tokens. The practical recommendation is sharp: use bash when sandboxing is acceptable; use programmatic tool call

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rtifacts Artifacts Design Design Design Connectors Connectors Connectors Plugins Plugins Plugins Skills Skills Skills Claude in Chrome Claude in Chrome Claude in Chrome Claude for Microsoft 365 Claude for Microsoft 365 Claude for Microsoft 365 AI agents AI agents AI agents Code modernization Code modernization Code modernization Coding Coding Coding Commerce Commerce Commerce Customer support Customer support Customer support Cybersecurity Cybersecurity Cybersecurity Legal Legal Legal Sales Sale

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ply only to unincorporated territory. A campus inside an incorporated city within that county is outside the ordinance entirely. AWS Atlanta, STACK Lithia Springs, T5 Fairburn, or Microsoft Tyrone all sit on land the relevant county moratorium cannot touch; The moratorium is enacted and still in force. The restriction cannot simply be proposed, lapsed, lifted, or replaced, and it must remain within any state-imposed duration limits; The moratorium overlaps with the project’s timeline.The project

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ion would need. In today’s AI rundown: Trump, Beijing both shoot down the AI slowdown Apple finally starts shipping Siri AI upgrade Make any complex topic click with an ELI5 skill Microsoft AI drafts the rulebook for ‘Humanist AI’ LATEST DEVELOPMENTS Image source: @realDonaldTrump on Truth Social The Rundown: U.S. President Donald Trump just dismissed Anthropic CEO Dario Amodei's weekend call , backed by Sam Altman and Elon Musk, to slow frontier AI, with China's Foreign Ministry also labeling t

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It has since been installed more than 900,000 times. Thank you to our original, and continued, partners Intuit Quickbooks, PayPal, HubSpot, Canva, Docusign, Google Workspace, and Microsoft 365.On our spring Claude SMB Tour, more than 1,000 owners in 10 cities told us what they wanted Claude to take on next. About a third asked for help growing the business: generating leads, answering inbound inquiries, and writing proposals. Many also wanted day-to-day reporting handled for them. We built this

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which chips are most efficient in what scenarios. Our benchmark has been widely reproduced, validated and/or supported by almost every major buyer of compute from Google Cloud to Microsoft Azure to Oracle, to Meta and many more. Furthermore, it has the support of the ML community including from vLLM, LMCache, SGLang, PyTorch, Huggingface and the support of major labs like OpenAI, MiniMax, ZAI, Qwen, Moonshot Kimi, etc. Thank you to Jensen Huang, Ian Buck, Nick Comly, Kedar Potdar, Rohit Nagraj,

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something that was made possible as a result of “powerful AI” so much as it was the weaponization of hundreds of billions of dollars’ worth of GPU-powered infrastructure owned by Microsoft, Google, Amazon, Oracle, and CoreWeave. This was not an LLM that was asked to generate a picture of “increasingly sexier Garfields” that decided instead to hack Hugging Face. This was not an “agent” that “went rogue.” It was software doing what software was asked to do, using other bits of software to work ou

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