Irreducible

irreducible-autoregressives.grok.me

A complete, notation-stable treatise on building, training, and running an LLM: tokens, residual stream, attention, SwiGLU, cross-entropy, Jacobians, AdamW, and inference. Every symbol defined where it is used. Loss is driven toward zero. I

First seen

Sep 13, 2026

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