• AI
    • The Transformer
  • Mathematics
    • Trigonometry
      • The Right Triangle
      • The Unit Circle
      • The Six Ratios as Lengths
      • The Six Graphs
      • The CAST Rule
      • How They Are All Related

Visual explanations

Concepts you can watch run.

Every module here is a working machine, not a diagram of one. Press play, scrub to any step, and open any block to see the arithmetic underneath it.

  • AI

    The architecture behind modern language models, explained one component at a time: attention, embeddings, positional encoding, residual connections, normalization and the feed-forward layers.

    1 topic
  • Mathematics

    The parts of mathematics that are usually taught as rules to memorise, rebuilt from the pictures they came from, with every value computed rather than stored.

    1 topic
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