Lab

A Lab for Seeing How Complex Technology Works

Some technologies never quite click through text alone. The Lab unpacks the core principles behind LLMs with interactive visualizations and provides hands-on tools like the tokenizer. We keep adding content so anyone can grasp technologies that feel difficult, from AI to blockchain, by experimenting with them directly.

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Understand why attention dilutes (Part 1), then see the practical traps that follow (Part 2). The tokenizer is a standalone tool you can jump into anytime.