Statistical Intuitions
Musings on Machine Learning, AI and Neuroscience from a scientist turned entrepreneur.
Articles
April 2026
The Memory Architecture of Claude Code
A deep dive into how Claude Code remembers you across sessions — reverse-engineered from the leaked source code. 3 read paths, 2 write paths, 1 directory of markdown files.
June 2023
The physics behind world models
Part of the "Sunday Classic Paper" series. Covering the seminal 1986 paper by James Kajiya that sits at the heart of computer graphics.
April 2022
Probability and its origins
We are given a formulaic definition of probability without an intuition for why it is true. The goal of this post is to shed some light on these details.
July 2020
An End to End Machine Learning Pipeline
A complete hands-on tutorial covering data scraping, feature engineering, conventional ML models, and deep neural networks for multi-modal movie genre classification.