Astrophysicist Chi-kwan Chan uses Codex to write the complex code required for simulating black holes. This workflow accelerates the testing of Einstein’s theory of general relativity. It demonstrates how LLMs reduce the manual coding burden for scientists. Researchers can now iterate on extreme physics models with significantly less friction.