AI productivity

Essays on getting real productivity from AI: the levels of AI use, why the same model gives different people different results, and keeping up without burning out.

Essays

100x Your AI. Same Model as Everyone Else. — Steve Yegge says the best AI users are 100x more productive than the rest. Identical models. Different architecture. Here's the index card.
The Wiki That Reads for You: Studying AI Behind Glass — Karpathy dropped a short note last week on building a wiki that reads for you. I built mine and pointed it at Claude Mythos — the AI Anthropic won't release.
You Already Failed at AI. That's the Point. — Staying current with AI is a game designed to make you lose. Here's why accepting that unlocks a better question — and a system that actually works.
AI Mastering, PART I — 5 Levels of AI Chat — 800 million people use ChatGPT. 95% never leave the free tier. A framework mapping five distinct levels of AI usage — and the specific moves to climb each one.