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Model Context Protocol

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  • The model is easy to swap. The agent layer isn’t

    Here’s what 520 enterprise AI leaders told us about getting locked into frontier labs TL;DR. The technical leaders responsible for AI adoption say vendor lock-in worries them, and many have …

    ToolHive Blog5 min read

  • Evaluating LLMs as Agentic Workflow Executors in Real-World Customer Support Skills

    Enterprise customer-support agents increasingly rely on Large Language Models (LLMs) to execute bounded, tool-using workflows. We study this problem through the lens of Skill LLMs: specialized executors that operate within a selected skill context and must complete a narrow, stateful workflow under…

    arXiv - cs.CL (NLP)2 min read

  • Bring AI to the Physical World with Roboflow Agent

    Build apps that see the world, understand what’s happening, and take action. Roboflow Agent is an assistant for computer vision that takes you from idea to working solution, from choosing models to plugging the system into your business.

    Roboflow Blog5 min read

  • AWS Agent Registry now supports custom metadata for registry records

    AWS Agent Registry is the centralized, governed catalog for agents, MCP servers, agent skills, gateways, and custom resources within your organization. As organizations scale to hundreds of such resources, a name and description alone are insufficient for effective governance and discovery.

    AWS New (What's New)1 min read

  • Gemini 4 Argon Explained by Ansh Mehra

    Here is Gemini 4 Argon explained in 3 points that get increasingly niche. First is a strong understanding of 3D space and visuals. A lady took pictures of her desk, and Argon turned them into a playable racing game with Blender MCP and Three.js.

    Cutting Edge School

  • GitHub’s model for secret detection: Finding more secrets with less noise

    GitHub’s context-aware secret classifier improves detection quality, raises weighted acceptance by 11.5%, and reduces median scan execution time by 86%. The post GitHub’s model for secret detection: Finding more secrets with less noise appeared first on The GitHub Blog.

    GitHub Blog AI9 min read

  • Social Media for Multi-Location Home Services Brands

    Your best home services content already exists: in repair photos, failed parts, customer reviews, technician notes, weather events, and changes in branch capacity. Any one of those could help a homeowner decide whom to call. Most of it is not ready to publish.

    Vista Social Blog14 min read

  • Use Gemini 4 Argon to Build Computer Vision Applications

    Gemini 4 Argon is now in Roboflow. Use it in Auto Label to label hundreds of images for training a fast, specialized model, or add it to a Workflow as the step that reads text and answers questions about what your cameras capture.

    Roboflow Blog6 min read

  • What to Teach When AI Becomes the Compiler

    Natural language is collapsing the expertise required to operate professional computing engines, but it does not collapse the expertise required to warrant their results. Education therefore has to move from teaching operation alone toward teaching specification, verification, and recovery.

    Towards AI6 min read

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