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Hi HN. I wrote a deep dive into the math behind the XOR metric used in DHT networks. It turns out it perfectly maps onto the bizarre, 19th-century idea of p-adic numbers. I included a few interactive visualizations to make the ultrametric geometry a bit easier to digest. Hope you enjoy it!