LoL architecture reorders its own forward pass at runtime, mimicking algorithmic composition

micahgoldblum · x · 2026-11-04

micahgoldblum presents an 11-post thread on a new architecture that re-orders its own forward pass at runtime, unlike LLMs where every input traverses identical layers in the same order. Trained on mixed safe/unsafe web text without labels, a linear probe on the router separates the two with up to 0.95 AUROC.

Related event: Library of Layers: Transformers That Rearrange Their Own Forward Pass at Runtime(14 posts)→

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