Interactive essays, research write-ups, and the occasional exploration.
2026 · Alignment · Mechanistic interpretability
An interactive summary of Sharkey, Chughtai et al. (2025) — decomposition, sparse dictionary learning and its eight limitations, circuit discovery, scalable oversight, and where I'm staking research direction toward alignment.
2026 · Game theory
Nash equilibrium and its discontents, the refinement ladder, monotone comparative statics, supermodular games, potential games — and where the analogies to alignment hold up (and where they don't).
2025 · Game theory · Labor markets
Why recruiting researchers at labs like Midjourney looks less like a job board and more like a repeated auction with hidden values. Interactive visualizations of payoff matrices, mixed strategies, and reputation dynamics.