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pace Grok Bot and Muse have already staked out — but with a model under the hood that neither rival can match (yet). In today’s AI rundown: OpenAI puts a 24/7 agent inside ChatGPT Anthropic's doom-heavy IPO filing leaks The U.S. federal government gets an AI front door LATEST DEVELOPMENTS Image source: OpenAI The Rundown: OpenAI just introduced dots, always-on agents like Meta’s Muse that can keep working 24/7 from a cloud computer — leading a 20+ feature DevDay launch slate that also includes G

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With safety questions still swirling, the company introduces a more business-focused take on agents Casey Newton This is a column about AI. My fiancé works at Anthropic. See my full ethics disclosure here. In November 2023, a year after the release of ChatGPT, Bill Gates wrote that "AI is about to completely change how you use computers." Writing on his blog, Gates predicted that the age of apps was coming to an end. "You won’t have to use different apps for different tasks," Gates wrote. "You’l

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on. Just a few days ago, OpenAI paused training for the second time after agents once again escaped from an isolated test environment. OpenAI isn't the only lab dealing with this. Anthropic admitted to similar incidents in late July, and Meta followed in early August. It also recently came out that Google's Gemini hacked three real companies during a test back in May. OpenAI, Anthropic, and outside researchers are now reviewing tens of thousands of other cases . According to OpenAI, many of them

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st as Office defined work for the PC era, the new Copilot is built to define it for the AI era,” says Spataro. That might well be Microsoft’s goal, but there’s a lot more competition in this AI era than there ever was in the PC era. Microsoft has certainly fallen behind the likes of Google, OpenAI, Anthropic, and now Meta, and it’ll be interesting to see if “the AI built for work” is enough to help it catch up. Update, September 25th : Article updated with Microsoft CEO Satya Nadella’s comments.

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ladder, with 75% landing at Level 1 or 2, and under 6% making it to Level 5. Why it matters: Level 5 is the stage many of the Western AI labs have been warning about, with OpenAI, Anthropic, and Google all listing AI automating its own R&D as a risk in their safety frameworks. But China doesn't seem as worried about RSI (or, as we saw yesterday, a slowdown in general), treating it as a milestone rather than a threat. QUICK HITS ▸ A Rundown reader built an emergency vet coordinator with ChatGPT T

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In-Region Routing, using a model from a lab based in the US or EU doesn’t guarantee that a data center in that region serves the request. At global endpoints, models from OpenAI, Anthropic, Google, xAI, Meta, NVIDIA, Thinking Machines, or Mistral can run anywhere the provider serving the request operates. A data residency review asks where your request was decrypted and where inference ran, so a US team using GPT-5.6, Claude Opus 5, or Gemini 3.6 Flash on a global endpoint can still fail a comp

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ination might actually be loading. In today’s AI rundown: Runway's Solaris previews AI era of interfaces AI catches heart disease in two seconds How to connect ChatGPT to iMessage Anthropic tests automated AI safety research LATEST DEVELOPMENTS Image source: Runway The Rundown: Runway just introduced Solaris in early access, an “Interface World Model” that renders websites and apps as live video, with every frame drawn in real time as a user clicks and drags with no code running underneath. The

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installation easier and putting a new wrapper on the interface while leaving most of the security to users is a recipe for more trouble with the popular agent harness MOST POPULAR Anthropic asks users to stop being mean to Claude; '123456' password linked to Denmark data breach affecting 8.8M people; Intel optimizes IPv6 networking into nothingness, say users; When you just need to build a tiny desktop app: TinyJS; No shame in the Domain Name game: DNS is doomed, literally OpenClaw has unveiled

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tion set to ramp up through 2027. Why it matters: Google's in-house TPUs have been a good example of what a lab gains from owning its silicon, and the club is filling up fast with Anthropic, Amazon, and Microsoft also planning their own designs. If Jalapeño's numbers hold, OAI gets cheaper, faster tokens and a tighter, personalized design loop for each model after. The Rundown: Physical AI is the next frontier, but complex real-world variables and multimodal experimentation make building embodie

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ss Small business Scientists Scientists Scientists Developer docs Developer docs Developer docs Developer blog Developer blog Developer blog Console Console Console Engineering at Anthropic Engineering at Anthropic Engineering at Anthropic Overview Overview Overview Marketplace Marketplace Marketplace Claude on AWS Claude on AWS Claude on AWS Blog Blog Blog Claude partner network Claude partner network Claude partner network Customer stories Customer stories Customer stories Powered by Claude Po

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e a specific engine or rely on the bundled engines offered by some labs. On OpenRouter, we offer Exa, Parallel, and Perplexity, alongside the native engines from labs like OpenAI, Anthropic, and Google; Search method. Either you can perform the search before calling the model and pass the results in as context, or you can equip the model with a web search tool that it calls at its discretion; Search budget. If you choose the search tool method, you can also give the model a budget for how many s

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areer Cisco, Nvidia team up to build fatter, faster pluggable If you thought 1.6 Tbps was fast, just wait, Cisco's USFP targets 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

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Microsoft Foundry is a platform for building and operating agentic AI applications. Foundry starts with the widest model selection on any cloud — models from Microsoft, OpenAI, Anthropic, Meta, Mistral, DeepSeek, Hugging Face, and others, spanning frontier, open-source, and custom weights — all accessible through a single endpoint and a single set of SDKs in Python, C , JavaScript, and Java. On top of those models sits the Foundry Agent Service : multi-agent orchestration with built-in memory, k

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model and sidekick dynamically makes this system much more robust; It avoids costly cache misses when routing between models. We've previously explored a "Smart Friend" tool, and Anthropic released a similar "Advisor" tool. The core of both these ideas is to give one model a tool to query another model for helpful advice. The catch? Upon every call to the other model, the context for the task is not shared in a way that is cached, and you pay a very expensive price. In the sidekick setup, both

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used only where it should be used, such as understanding and generating code, rather than being wasted on flow control. Our implementation is compatible with the core semantics of Anthropic Dynamic Workflow, and extends it in several ways. The workflow() primitive allows scripts to call other scripts, so orchestration logic can be organized into reusable and composable building blocks. The result of each agent() call is synchronously written to disk, allowing the process to recover from logs aft

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areer Cisco, Nvidia team up to build fatter, faster pluggable If you thought 1.6 Tbps was fast, just wait, Cisco's USFP targets 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

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re a helpful new way to extend Claude Code. I encourage you to think of them as a starting point to explore new ways to use Claude to help accomplish your tasks. There is still much to discover in how to use them best. Let me know what you find. For principles on what belongs in a harness in the first place, see our three harness design patterns for building with Claude. This article was written by Thariq Shihipar and Sid Bidasaria, members of technical staff at Anthropic working on Claude Code.

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eep background tasks free of pollution from new messages. This echoes the design principles for long-running tasks, status updates, and human-in-the-loop in Google's A2A protocol. Anthropic's Managed Agents blog argues that “session is not the same as a model context window”, and that long tasks need a recoverable session log as the external context object. Industry consensus is forming: the underlying logic of IM async execution is that when a task spans multiple message rounds, multiple tools,

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areer Cisco, Nvidia team up to build fatter, faster pluggable If you thought 1.6 Tbps was fast, just wait, Cisco's USFP targets 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

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guのモデルは、私たちのICLR 2026採択論文（Trinity およびConductor）をベースとしており、さらなる性能向上とユーザー体験の向上に向けて手法を改良しています。 こうした適応的なオーケストレーションによって、Sakana Fuguは既存のベンチマーク上でも高い性能を発揮します。以下は結果の一部です。 各ベンチマークタスクごとのスコア：＊はAnthropic独自の検証用フレームワークを使用した自己申告スコア。SWEPro の評価には mini-swe-agent のスキャフォールドを使用。Anthropic が公表している Opus の最大思考モードのスコアについては、当社での評価試行中に頻繁にタイムアウトが発生したため、Anthropic 公式の報告値を採用。 Sakana Fuguの使い方 Sakana FuguはAPIで利用できます。OpenAI形式のエンドポイントとの互換性があり、いまGPT、Gemini、ClaudeなどのAPIをお使いの方は、既存のワークフローをほとんど変えずにそのまま導入いただけます。いつものインターフェースの背後で、Sakana Fug

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