<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Shukraditya Bose</title><description>Writing on machine learning, mechanistic interpretability, and engineering.</description><link>https://shukraditya.in/</link><language>en-us</language><item><title>RL Mastery Notes — Week 1</title><link>https://shukraditya.in/writing/rl-mastery-week-1/</link><guid isPermaLink="true">https://shukraditya.in/writing/rl-mastery-week-1/</guid><description>Fundamentals of reinforcement learning: policies, returns, value functions, and the Bellman equations.</description><pubDate>Tue, 28 Apr 2026 00:00:00 GMT</pubDate></item><item><title>Vector Addition is all you need</title><link>https://shukraditya.in/writing/vector-addition-is-all-you-need/</link><guid isPermaLink="true">https://shukraditya.in/writing/vector-addition-is-all-you-need/</guid><description>A deep dive into residual streams and how they are nothing but vector additions</description><pubDate>Mon, 16 Feb 2026 00:00:00 GMT</pubDate></item><item><title>Residual Streams - Notes</title><link>https://shukraditya.in/writing/residual-stream-notes/</link><guid isPermaLink="true">https://shukraditya.in/writing/residual-stream-notes/</guid><description>the bare math behind your LLM&apos;s favourite scratchpad</description><pubDate>Sun, 08 Feb 2026 00:00:00 GMT</pubDate></item><item><title>Building with Intention: Lessons from the Kindle Oasis</title><link>https://shukraditya.in/writing/kindle-oasis-inspired/</link><guid isPermaLink="true">https://shukraditya.in/writing/kindle-oasis-inspired/</guid><description>Why the design philosophy of e-ink devices matters more than ever in an age of infinite distraction.</description><pubDate>Tue, 03 Feb 2026 00:00:00 GMT</pubDate></item></channel></rss>