Two Ways to Make AIs Work Together
Karpathy built a system where AIs rank each other. I built one where they challenge each other. Here's what I learned from both.
Recent Writing
Thoughts that seemed brilliant at 2am
How Sequential Thinking Changes Everything
The technical architecture behind AI that can actually think step-by-step, revise its mistakes, and call for backup when stuck.
Why Your AI Keeps Getting Stuck in Loops
That moment when Claude confidently rewrites the same broken code for the fifth time. Here's why it happens—and what we're doing about it.