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ICYMI we've cut the price of Sonnet 5.5 cache reads in half. In the Claude Platform, it's now $0.10 per million tokens (input is $2, output is $10). This means Sonnet 5.5 now runs 20% cheaper on most agentic work. (API only, no change to Claude Code usage limits.)

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At a Google Cloud event on Thursday, the company announced it’s bringing its Gemini AI into the agentic age, with the launch of a unified agent that can not only answer questions but also get things done on the user’s behalf, all from a single interface. The move comes as AI tools have been moving beyond being just conversational experiences to those that can take ownership of assigned tasks, generate code, schedule meetings, book appointments and travel, and more. It also follows the rise of co

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Great to be with 700+ @googlecloud customers at the historic NASA Hangar One for Gemini at Work! Today, we introduced the new Gemini agent, a single, universal agent for work that has all of your business context and answers your questions, handles your knowledge work, creates your images and media, and writes and runs code - all from a single prompt box. It is connected to your personal workflows, your systems of record, and your enterprise controls. It’s built around a few core architectural p

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The standard way to keep an AI agent in line is to have a second AI read over its shoulder . It’s been the default approach, but it can get expensive fast when agents run for hours and process the equivalent of several novels’ worth of text. Goodfire, a startup focused on interpretability (figuring out how AI models work internally), launched a cheaper option on Thursday: monitors that watch what’s happening inside an AI model as it works, rather than just reading what it writes. The monitors ar

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live order books, per-provider and per-model quotes, and cleared transactions. That level of market data is unusual for an LLM API. What do buyers get? Drop-in compatibility with agentic coding tools. The post lists Claude Code, Codex, OpenCode, Cursor, Pi and Cline; Free email signup. The first 500 users get $20 of free inference, per Harrison; A referral program: 20% of referred fees as free inference, plus 10% on second-level referrals What do inference providers get? Providers onboard throu

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微软于2026年10月7日宣布，面向AI代理的策略驱动型容器“Microsoft Execution Containers”（MXC）已正式发布。 Microsoft Execution Containers: Policy-driven containment for AI agents - Windows Developer Blog MXC is now GA on Windows 11. 🔐 Define which files and networks agents can access, with policies enforced at runtime. It’s part of how Windows is building the most secure platform for agents. Learn more: https://t.co/0JVVnARvLS https://t.co/wWuYmkK0NK— Windows Developer (@windowsdev) October 7, 2026 MXC是在2026年6月该公司活动“Build 2026”

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Framework: ML Drift adopts a modernized custom op framework that provides direct registration APIs with low-level shading language access. To accelerate this, ML Drift includes an agentic SKILL.md guide, enabling coding agents to author, register, and verify performant custom shaders in minutes. This provides developers with granular control to integrate specialized model blocks directly into the execution graph, drastically reducing the barrier to deploying proprietary architectures. 5D Tensor

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Back in June, Nvidia announced that it had secured agreements with Microsoft and a host of other PC makers to develop AI- and agent-ready PCs for Windows based on its RTX Spark chip, but details on the machines were scant at the time. On Wednesday, at an event held in San Francisco during the city’s Tech Week, Microsoft revealed the specs and price for its new Surface Laptop Ultra . The PC comes in two base models, one that starts at $2,600 and one with a more powerful chip that starts at $3,700

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ntelligence works, Jacob Andreou, Microsoft’s EVP of Copilot, walked through a video demo on stage asking Microsoft’s Autopilot tool to help with filing taxes. Andreou told the AI agent that he got an email from his accountant and asked Autopilot to get her what she needs. Autopilot then used Hybrid Intelligence to search across different folders to find the documents, rename the files, zip them into a folder, and draft an email to send to the accountant with the zip file attached. Features powe

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ntelligence works, Jacob Andreou, Microsoft’s EVP of Copilot, walked through a video demo on stage asking Microsoft’s Autopilot tool to help with filing taxes. Andreou told the AI agent that he got an email from his accountant and asked Autopilot to get her what she needs. Autopilot then used Hybrid Intelligence to search across different folders to find the documents, rename the files, zip them into a folder, and draft an email to send to the accountant with the zip file attached. Months after

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At a Microsoft event in San Francisco on Wednesday, Jensen Huang and Satya Nadella outlined how NVIDIA and Microsoft are co-engineering hardware and software for AI agents to run on Windows PCs. NVIDIA was founded because of Windows, Huang said. Now AI agents are coming to Windows. “If you look at the entire journey of our company, Windows was at the core of it,” Huang said, tracing back NVIDIA’s support for Windows and Microsoft over several decades. “If not for Windows there would be no GeForc

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Today, one in three pull requests on GitHub involves an AI agent . A year ago, that number was fewer than one in 10. If that pace holds, within the next two years, most of the code pushed to GitHub could be written by an agent. Much of it may never be fully read by a human. If developers and agents move faster, we have a responsibility to ensure protection keeps up with the accelerated rate of code creation. That means preventing more leaks before they happen and making the response to exposures

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hat earlier systems may have missed. The company said it will continue adding new signals as it learns more about how these networks operate. Another new tool is a “red-teaming AI agent” that tests Meta’s own safety measures. It looks for weaknesses that bad actors could use to get around the company’s protections. Meta said this could help it find new methods of abuse before they become more common. Additionally, the company is improving its systems for finding people who return to its platform

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ng data right where it’s stored. DuckDB reads the open formats like Parquet and Iceberg already sitting in your data lake, so there’s nothing to convert or move. As folks build AI agents into their apps, the data their agent needs will depend on the task in front of it. Being able to query that specific data live, instead of copying it over just in case, is gonna be a big help for builders. https://t.co/R8h2Hcp1K7 DuckDBは小型で高速なOLAPエンジン Amazon Aurora PostgreSQLに統合されたDuckDBは、SQLiteのようにアプリケーションに組み込

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一步。 这次和Utopai X一起亮相的，还有全新的 制片平台PAI ，模型就嵌在里面，导演在一个工作台里，就能从剧本一路推进到剪辑。 整个流程大概是这样的，导演把剧本丢进去、选好风格，系统就会自动拆出场次和镜头，角色、场景，以及每个镜头的多个版本，全都摊在一张画布上。 其中比较有意思的一个功能，叫做 影响检查 。 比如导演想在两个镜头中间临时插一个新镜头，Agent会先跳出来提醒——这么一插，后面两个镜头里人物的视线就接不上了，并顺手把它们标成需要重新生成。 至于改哪条、留哪条，最后拍板的还是导演。 而且这套东西已经用在真实项目里了，像 NBA球星哈登 那支以招牌胡子为主角的动画短片，就是先由人定好故事和剧本，再用PAI生成出来的。 今年9月，Utopai又和联合开发了多款宝可梦游戏的日本知名移动游戏与娱乐公司DeNA合作，开始一起探索AI辅助的动画制作流程，这也是PAI商业化的典型案例之一。 当然，对于一家影视公司来说，真正要拿出来见观众的，还得是院线作品。所以接下来，我们就来看看Utopai手里的片单。 首先是 《Cortés》 ，故事发生在1519年，西班牙人科尔特斯进入阿兹特

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Meta runs about 40M problems a day; P99 is 12s on 265k objects and 3.2k bins; Apache 2.0, C++ and Python APIs, installable from PyPI today [Sponsored] The web is the one API most agents are missing. Databases, calendars and repos have APIs. The open web mostly doesn’t. The TinyFish MCP server gives any MCP client four tools: TinySearch, TinyFetch (full pages as markdown, JavaScript included), TinyBrowser for logins and forms, and TinyAgent for multi-step jobs. Search and Fetch are free. Asif Ra

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You can now connect providers like Linear, Notion, or Slack to your Mastra project with Mastra Connect. Deploy agents that connect to your services from the CLI with a single auth flow. Every connection gives your agents and workflows ready-made tools, such as linear list issues, notion create page, and slack post message. You can manage credentials with mastra connect add, or from the dashboard, and the running app picks up the new tools within seconds. Today, Connect launches with 23 providers

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mobility data, and foundation models — such as AlphaEarth Foundations and our Population Dynamics Foundation Model (PDFM) — and pairing them with a prototype Geospatial Reasoning agent, we help communities uncover the complex connections between people and their environments. This enables researchers and public health officials to complement existing health information, bridge reporting gaps, and address health challenges proactively. Bringing agentic capabilities to the front lines Acute healt

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Cohere turned its enterprise platform into a control center for AI agents with North 2, handling multi-step workflows on their own and retaining context across sessions. A revamped orchestration system coordinates agents that tap into shared knowledge libraries and reusable skills while connecting to tools like Slack, SharePoint, and Jira. North 2 also generates presentations, dashboards, and simple apps straight from text prompts in the chat. Companies can run the platform on-premises, in the c

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Together AI has released Together Link, a free, MIT-licensed CLI now in beta. It connects the coding agents developers already use to open models hosted on Together AI. Supported tools include Claude Code, Claude Desktop, Codex, ChatGPT Desktop, OpenCode, and Pi. The idea is simple: keep the harness, swap the model, and shrink the bill. Is it deployable today? Yes. It installs with one command on macOS or Linux and needs only a Together API key. It is in beta, so commands, routing, and the model

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