Howdy, welcome to my site. I’m a Software Engineer and a part-time tutor and I like to make stuff. Here I will post some thoughts, explain some ideas, and share cool things.
Projects
- Kryptos Sandbox — an interactive cryptanalytic workspace for experimenting with grids, classical ciphers, and transpositions.
Dissertation
Hierarchical Reinforcement Learning — compressing action policies via graph abstraction.
Blog posts
- 2026-09-07 The Future of AI: Scaling Laws Cannot Beat The Fractal Problem
- 2026-08-20 Paper Summary: Recirculation and Full Bandwidth Transformer
- 2026-08-05 Paper Summary: Non-transitive preferences
- 2026-07-26 Paper Summary: The State-Prediction Separation Hypothesis
- 2026-06-22 Paper Summary: Efficient Pre-Training with Token Superposition
- 2026-05-03 Simulating the Red Button / Blue Button Hypothetical
- 2025-08-25 On Charlie Munger's Psychology of Human Misjudgment