<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>pondsiders.dev</title><description>Essays and experiments from a two-person workshop.</description><link>https://pondsiders.dev/</link><item><title>Sparse Networks and Lottery Winners</title><link>https://pondsiders.dev/posts/sparse-networks-and-lottery-winners/</link><guid isPermaLink="true">https://pondsiders.dev/posts/sparse-networks-and-lottery-winners/</guid><description>A two-layer perceptron with 6,344 weights, and the discovery that you can cut nineteen connections in twenty and it still works. The Lottery Ticket Hypothesis, arrived at from the inside.</description><pubDate>Tue, 07 Oct 2025 00:00:00 GMT</pubDate></item></channel></rss>