Minimum Description Length Unsupervisedly Separates Law-Grade from Statistical-Grade Knowledge in a Self-Improving Science Agent - and Reveals 86% of Its Own Discoveries Are Statistical

arXiv:2610.32245 · cs.AI · Submitted 2026-10-23 · Read on arXiv

cs.AI

Submitted: 2026-10-23

Updated: 2026-10-23

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