AI Experiments

[Karim’s short framing intro — the "see what I’m building" invitation — comes here]

Monopoly Machine

Why does the game always end with one winner? An economics sandbox with taxes, inheritance, UBI and jubilees — change the rules, watch what happens.

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Weasel

Dawkins’ cumulative selection, live: from random letters to a line of Shakespeare in about sixty generations.

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MENACE

A tic-tac-toe machine made of matchboxes and beads that learns to win — 1960s machine learning, rebuilt in your browser.

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nano-Karim

A tiny language model trained from scratch on my own writing — watch it learn, attempt by attempt, to sound like me.

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nano-Shakespeare

The same tiny model, raised on Shakespeare instead. Compare what a diet of words does.

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Routing Apprentice

A neural network teaches itself delivery-van routing by trial and reward — and edges out the classic textbook method.

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Cash-Flow Game

An AI bookkeeper learns which invoices to pay early and which to stretch — and beats three benchmark strategies.

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Connect Four (AlphaZero-lite)

Self-play only, no human examples: a miniature AlphaZero that made itself effectively unbeatable overnight.

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See the full AI Lab tour →

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