Llm, Gpt 4, Artificial Intelligence, Deep Learning, Mathematics.
specifically simplicial complexes. These structures provide a geometric representation of data’s topological features. Betti numbers, derived from the homology groups of these complexes, offer insights into the “holes” or inefficiencies in memory utilization. For instance, a high first Betti number