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Structured long-form essays, mechanism breakdowns, and interactive notes.

  1. Technical flow diagram showing a question moving through tokens, context, tool calls, sampling, and output generation in an LLM
    A Question's Journey - LLM from Input to Output

    A full mechanism timeline from one prompt through context, tokenization, Transformer internals, generation, tool calls, sampling, latency, and reasoning budget.

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