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Comment by tsimionescu
The key insight is this whole thread is that this Alpha Geometry only works because the search field is not a googol combinations. So, it doesn't really generalize to many other fields of math. We shouldn't expect an AlphaCategoryTheory or AlphaNumberTheory anytime soon.