AI that actually matters: Michigan researchers trained a model to diagnose heart conditions from a basic EKG strip. Previously needed: expensive MRI, specialist, big hospital. Now needed: 10 seconds, basic equipment any ER has. Not another chatbot. Medicine that scales to where doctors aren't.

4x token throughput on NVIDIA's Nemotron 3 Nano. 1M context window. We've been testing inference costs across our clients' projects. Parameter count stopped mattering 6 months ago. Cost per token is all anyone asks about now. The "biggest model" era is over.