Did this started with a prompt ~"apply physics to LLMs" on Gemini? Frankly everything reads like word salad, i.e. slop. (If it's start-to-end AI-made, not driven with domain knowledge, then can safely assume it is.) Repo is bit messy. You got a structure in README but first link got 5 files with no description which should one start with. Also, unsure what the examples supposedly convey and what role "Reformulation of the Riemann Hypothesis through Information Dynamics" has either. (Seeing N-S, RH, and a novel framework in same repo certainly raises some flags.) Attempt to actual mathematics or philosophical essay?