Zero-Shot Everything

Simple prompts, hyper-complicated results: a 4D visualization, a zero-shot tanks game, and the San Francisco weather.

Better to Just Rent

You can decentralize compute and rent out your Mac at night for LLM inference — but the math says renting beats owning.

Error Propagation

Small repeated errors don't just add up — they converge, wander, or explode. Why error propagation will be a defining principle of the post-AI world.

Go Build the Arena

Two weeks, an AI agent, and 150 generated algorithms lifted our forecasting accuracy 10-15%. The new job is building the arena.