As an update to my two recent threads about using GPT-5 Pro to initiate a process of discovering breakthrough theories that combine novel applications of advanced math the AI use cases, I had the model create demo implementations in Python using Jax and Numpy for each of the 11 ideas. Then I put them together in a project and added a nice CLI to run them, and a series of end to end tests that measured whether the code is mathematically correct, checks that the code has the mathematical properties we want, and finally, whether it does anything useful versus the current standard approaches. I used codex CLI with GPT-5 to integrate everything and fix and bugs. I’ll link to the repo, which contains detailed documentation for the entire project and then write-ups for each of the 11 demos that contain all the output generated by the model during the process.