Dexter Hadley, MD/PhD

Exactly. We've been running a compiled knowledge graph in production since February — 837 nodes, 6 edge types, 20-phase build pipeline. The chunking problem disappears when you compile. The harder question is what comes after: who decides what's true when 5 orgs share the graph? Who gets paid?hadleylab.org/BLOGS/2026-04-…

@karpathy posted an LLM knowledge base architecture last week: compile raw sources into structured markdown wikis. Bypass RAG. Let the model maintain the graph. He's right. LLMs are compilers, not retrievers. We've been running a governed version since February. 837 nodes. 1,114 edges. 19-phase build pipeline. 31 users across 5 orgs. What's missing from the wave: who decides what's true? Who attests? Who gets paid? hadleylab.org/BLOGS/2026-04-…

I wrote the full proof with three theorems (Brouwer, Banach, Tarski). The math checks out. QED. hadleylab.org/BLOGS/2026-04-…

The atheist calls it convergence. The agnostic calls it the limit. The faithful calls it God. Three coordinate systems. Same point.

Last week, Christians around the world celebrated Easter — the story of death, burial, and return. Here's a mathematical proof of the resurrection. Better late than never.

Full episode: youtube.com/watch?v=hYGOFt… Build the system you wish existed. Then submit to it.

You trust Bitcoin, don't you? You trust the Constitution. Why? Because it is public and it is ledgered. That's what we're bringing to AI.

I sat down with @AchieveCMO for 28 minutes and said the quiet part out loud: there is no reason to be prompting anymore. We govern.

Chaos burns tokens. Tokens are $$$ for big tech. Stop optimizing prompts. Start governing AI. hadleylab.org/blogs/2026-03-…

A lawyer built a permit app in 6 days and won Anthropic's hackathon. A law firm needs that system to work for 6 years. The distance between those two is governance.

Stop prompting. Start governing. Prompts are recipes. Governance is theory. The entire industry confused the two. 🧵