Ryan Brady

I’m a deep learning enthusiast interested in building systems that can reason about and predict the world.

My current focus is on world models — training neural networks to predict what happens next given a sequence of observations and actions. I’m building action-conditioned video generation models inspired by GAIA-1.

This site is where I write about what I’m building, what works, and what doesn’t.