AI can think. AI can talk. AI can get things done. Today, we're giving Fo a way to feel and control the physical world. - a head shake and a reminder in a lamp to get you going - nudge your vacuum cleaner for a deep clean - make your cli call you for updates Introducing Fo MCP. AI has escaped the screen.

Stop using your agent logs just for debugging. Use them to train your own model. Today we're launching Agnost AI (YC S26)'s first model: agnost-*******-0.1 Trained for our first customer on their existing production traces & it beat the frontier: +22.9% task success −90.2% latency −94.5% cost If you ever thought of fine-tuning your own model, we'll do it for you, talk to us!