Ox Alpha: The troll LLM architecture that updates latent states

iruletheworldmo · x · 2026-08-23

This post humorously introduces a fictional "Ox Alpha" LLM architecture that recursively updates a persistent latent state instead of reasoning entirely through tokens. It claims this allows internal representations to converge before decoding and generates shards that dynamically alter the model's residual geometry. The post ends with a crude twist, revealing it to be a troll.

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