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Lab

A corner for small interactive experiments. The best way to understand a thing is to poke at it, so these are made to be played with, not just read.

Game of Life

Three rules, run on a grid, and complexity appears from nowhere. It's the cleanest intuition I know for emergence, and a quiet reminder that big things are built one small piece at a time. Click to draw, then press play.

Toy tokenizer

Language models don't read words, they read tokens. This is the friendly cartoon version: type anything and watch it get chopped into pieces, with a rough characters-per-token count.

Superintelligence,builtonesafepieceatatime.
Tokens
10
Characters
50
Chars / token
5.0

Want something like this built for real?

Interactive demos, agents, dashboards, I build the working version, not just the toy.