Knowledge Base

Resources for learning and development

The Spatial Entropy of Typing: Measuring the Jumps on Your Keyboard

Measuring how much physical surprise English words create on a keyboard.

27 min read · 2026

The Frontier Lab Interview Prep Survival Shelf

A pinned resource shelf for AI interview prep across frontier labs, R&D roles, and research-heavy ML teams.

2 min read · 2026

Generative AI Foundations — Part 2: Variational Divergence Minimization and GANs

f-divergences, the Fenchel conjugate, and the classical GAN derived from first principles.

36 min read · June 30, 2026

2026 · generative-ai, mathematics · courses
Generative AI Foundations — Part 1

Part 1

27 min read · June 30, 2026

2026 · generative-ai, mathematics · courses
The Spatial Entropy of Typing: Measuring the Jumps on Your Keyboard

Measuring how much physical surprise English words create on a keyboard.

27 min read · June 27, 2026

2026 · typing writing cognition entropy language · thoughts writing
The Frontier Lab Interview Prep Survival Shelf

A pinned resource shelf for AI interview prep across frontier labs, R&D roles, and research-heavy ML teams.

2 min read · June 11, 2026

2026 · ai interviews machine learning frontier labs research resources · ai interviews
My human advocation for AI

Some thoughts on why we need a fundamental shift in how we approach and think about AI.

4 min read · April 28, 2026

2026 · AI thoughts · thoughts