Notes from the proving ground.

What we learn running real robots in real rooms, written down.

1. 13 Oct 2026 Robots don't need more demos. They need more worlds. Robots won't read their way across the 100,000-year data gap. They'll borrow what language models know, then practice in thousands of real places until failure is rare. Read