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V. Rojkova

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#machine learning Preprint Jul 2026

Knowledge as Orbit: Finite Collections as Phases of an Exactly Periodic Latent Generator

This work asks whether a finite collection can instead be stored intensionally, as the decoded orbit of one compact law that returns exactly to its start, as the decoded orbit of one compact law that returns exactly to its start.

Siddharth Pal, V. Rojkova · 0 citations