Well the √t stuff looks like nonsense or way overblown, existing tools already do similar things, there’s pretty much a single commit with no follow up commits etc etc.
It doesn’t apply to what this repo is doing. Also the 70 odd single author preprints seems to suggest the author is in some deep AI psychosis: https://www.researchgate.net/profile/Logan-Nye-2 https://www.researchgate.net/profile/Logan-Nye-2