AI
Building images and videos in ComfyUI is like wiring LEGO blocks — powerful, but easy to break when workflows get long and complex. ComfySearch is a new AI agent that automatically explores, reasons, and assembles ComfyUI workflows. It builds step by step, checks whether each piece runs, and adjusts on the
AI
Small model, big wins Large language models are great generalists, but really tough, multi-step problems still strain both brains and budgets. ToolOrchestra flips the script: instead of one giant model, a small “orchestrator” coordinates other models and specialized tools. Trained with reinforcement learning that rewards outcomes, efficiency, and user preferences,
AI
AI that designs enzymes—and explains why Researchers introduce Genie-CAT, an agentic large language model that acts like a digital lab partner for protein design. * Reads the literature via retrieval to ground its ideas. * Parses 3D structures from the Protein Data Bank. * Computes electrostatic potentials to assess physics. * Uses machine
Robotics
Robots generate huge logs. This open‑source ROSBag MCP Server lets you ask an AI to analyze ROS/ROS 2 bag files in plain English—no custom scripts. It plugs into Model Context Protocol (MCP), so assistants can call purpose-built tools for robot data. Great for debugging, teaching, and research
AgenticAI
What is "Agentic AI" really? Sebastian Benthall and Andrew Clark argue it’s best seen as a software delivery mechanism—like SaaS—that lets an application work autonomously inside complex enterprises. * Applications first: Agentic AI systems should be judged as products, not as foundation models. * Validate with users: