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humans build robots. NVIDIA Isaac ROS 5.0 — a collection of GPU-accelerated packages built on ROS, released today at the ROSCon conference in Toronto, Canada — helps humans and AI agents build robots together. The release introduces new agentic workflows and platform support to help developers build, customize and deploy robotics applications faster. ROS provides the open source foundation for much of modern robotics development, giving developers common tools, libraries and standards for buildi

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drock can support your team? Connect with us to start the conversation. Tanvi is a Product Marketing Manager for Amazon Bedrock at Amazon Web Services (AWS), where she helps customers adopt and scale AI applications and agents with Amazon Bedrock. Chris is a Member of Product Staff at OpenAI focused on the OpenAI APIs. His work includes collaboration with AWS on Amazon Bedrock to make OpenAI’s frontier models widely accessible to developers. Manish is a Senior Product Manager for Amazon Bedrock.

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easoning, recall, or both. Does the test represent the work we care about? Representativeness concerns the coverage and composition of the task set. Wang and colleagues studied 43 agent benchmarks and found a concentration in computer and mathematical work, a category accounting for 7.6% of U.S. employment in their analysis. Management and legal work were underrepresented, as were interpersonal skills common across occupations. Real-work benchmarks must represent their intended domain. Evaluatin

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Today we are releasing a new Gemini managed agents version with better caching, lower costs, a Files API, and a Credentials API. 📉 Up to 30% lower costs with up to 22% higher cache hits 📁 Files API: Upload, list and download files from sandbox easily 🔐 Credentials API for MCP servers, OAuth2, and 3rd-party APIs as secure egress proxy 🆓 Free tier to experiment in @GoogleAIStudio & Gemini API

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. Most importantly, every dataset is validated with UN system statisticians and technical experts, so every answer stays grounded in trusted, official facts. Putting AI to work as agentic research assistants Today’s launch also brings AI assistant capabilities directly to the research workflow. Instead of spending hours manually searching for numbers and assembling spreadsheets, you can prompt an AI assistant to do the heavy lifting. Built on open standards like the Model Context Protocol (MCP),

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and lowers latency. Baseten Grounded Inference; Launching with Exa, Keenable, Parallel and You.com; Baseten Hosted Tools; Server-side tool execution = fewer round trips and faster agents; One platform for models and agents Today we’re introducing Baseten Hosted Tools, a new ecosystem for capabilities like web search, code execution in sandboxes, browser use and automation, and more to enhance models and agents running on Baseten. The first category of tools we are introducing is Web Search, and

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y we’re introducing Baseten Hosted Tools, a new ecosystem for capabilities like web search, code execution in sandboxes, browser use and automation, and more to enhance models and agents running on Baseten. The first category of tools we are introducing is Web Search, and we are excited to launch it today with Exa, Keenable, Parallel, and You.com, bringing their search technologies into the Baseten platform with a consistent developer experience. Until now, developers building apps and agents wi

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ful data moat will likely try this play, shifting bottlenecks toward RL rollout throughput, verifier compute, and weight sync . Gemini 3.8 Live and the Push Toward Real-Time Voice Agents Google’s new live audio models : Google launched Gemini 3.8 Live and 3.8 Live Extended Thinking , positioned as conversational models that can talk, think, and handle tasks in the background without breaking flow. The developer-facing rollout from @GoogleAIStudio and summary from @ philschmid add the key product

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treating research as retrieval. Download the guide . Image source: Salesforce The Rundown: Salesforce just introduced Koa, a new in-house reasoning model for its sales and support agents built on Nvidia’s open Nemotron 3 Super model and adapted for business tasks. The details: The training set is fully synthetic, simulating personas like irate support callers and reps closing deals across over a dozen industries, without using customer data. Koa made 3x fewer errors than top models on an interna

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t announcements Build plugins for Claude Build plugins for Claude Build plugins for Claude Build plugins for Claude Sep 23, 2026 Claude Marketplace: one place to discover plugins, agents, and services from our partners Product announcements Claude Marketplace: one place to discover plugins, agents, and services from our partners Claude Marketplace: one place to discover plugins, agents, and services from our partners Claude Marketplace: one place to discover plugins, agents, and services from ou

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lable in beta on all paid Claude plans. The Salesforce MCP is available to install directly through the marketplace today. To install the plugin, admins can request access through AgentExchange and connect Salesforce once for their entire organization. For admins, we have a setup guide with instructions on how to turn this on for your org. For sales leaders, we have a guide on running an effective sales organization with Claude.ArticleOct 15, 2026 Code Review is now generally available Catch mor

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lable in beta on all paid Claude plans. The Salesforce MCP is available to install directly through the marketplace today. To install the plugin, admins can request access through AgentExchange and connect Salesforce once for their entire organization. For admins, we have a setup guide with instructions on how to turn this on for your org. For sales leaders, we have a guide on running an effective sales organization with Claude. Related articles Explore more product news and best practices for t

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t announcements Build plugins for Claude Build plugins for Claude Build plugins for Claude Build plugins for Claude Sep 23, 2026 Claude Marketplace: one place to discover plugins, agents, and services from our partners Product announcements Claude Marketplace: one place to discover plugins, agents, and services from our partners Claude Marketplace: one place to discover plugins, agents, and services from our partners Claude Marketplace: one place to discover plugins, agents, and services from ou

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a, up to 39% more efficient compared to other model harnesses across major coding benchmarks. Today, we’re making it available in Devin Desktop and CLI. Artificial Analysis Coding Agent Indexv1.5 When selecting Fusion, you pick two models instead of one. Pick a frontier model for planning and review (the “lead”), and a cost-effective model for execution (the “sidekick”). For best results, we recommend pairing Fable 5.1 with SWE-2. You can try it for yourself by installing Devin CLI: Savings acro

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ursor. Projects lets you take on larger bodies of work, such as a feature, a migration, or a full app. It maintains context over months of work, delegates tasks to thousands of subagents, and performs recurring work without being prompted. In February we outlined our vision for a third era of software development, where fleets of agents take on entire bodies of work. Projects is the concrete implementation of that vision. By moving up a level of abstraction, it frees developers from managing age

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ls. Launch with mcp server=True ( guide ) and every output node shows up as a tool an AI assistant can call. Point Claude Code, Cursor, or any MCP client at the server URL: Now an agent can generate an image, read a prompt back out, or run detection as steps in a larger task, with no glue code. Each caller sends their own token in the X-HF-Token header, so the Space holds none of its own. Where this sits next to ComfyUI AUTOMATIC1111 gave us the feature list, but the tool Gradio Workflow really

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Comparison is primarily against Opus 5, the frontier model served at scale on this task; Claude Fable 5 / 5.1 shown for reference only. Slides are one of Genspark's highest-volume agentic workloads. Users generate them for quarterly reviews, client pitches, and board updates, and they need output that holds up in front of an audience, not a draft they still have to fix by hand. Off-the-shelf models, including the best proprietary ones, produce decks that look right at a glance but fail on inspec

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xt Bands Sport Band options are shown in olive, burgundy, wildflower blue, and pale succulent; Sport Loop bands are shown in chambray blue, burgundy plaid, light umber plaid, and magenta; Four Modern Buckle bands are shown in various colors with both gold and silver hardware in the new woven material previous; next Apple Watch Hermès Series 12 Apple Watch Series 12 and the Environment Customers in Australia, Canada, France, Germany, India, Japan, the UAE, the UK, the U.S., and more than 50 other

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Today we launched https://t.co/KLJSHpx0pZ, a personal AI agent, and published a deep dive on how we built safety into its system. An agent that gets to know you over time necessarily holds a lot of context about you. That's the source of its usefulness and the reason we built Muse to be secure, safe, and private.

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