Building deterministic compiler backends to cure LLM hallucinations.

The CPU Paradigm of AI Coding Is Dead. Enter the GPU Era.

Why LLMs will never write reliable code by predicting tokens — and the 1936 theory that shows us the way out. Introducing GPU-mode code generation via S-expression IR and deterministic harness engineering.