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Notebook

Short, often unfinished notes on software, mathematics, and things I keep thinking about.

• Δ-Nets, decoded 1 August 2026

  A diagram-led guide to encoding lambda terms as Δ-Nets, following their interactions, and calculating replicator levels and port deltas.

• Hegel with a GPU 17 June 2026

  I built an adversarial reasoner, the model named it "dialectic," and it kept rescuing stuck LLMs — which is awkward, because I am a positivist who thinks Hegel is rubbish. This is how I made my peace with it.

• Concurrent state evolution 13 June 2026

  How a vehicle-animation bug, a paper on loops and recursion, and the Redux pattern collided into one way of evolving state across a channel.