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Composition Collapse: Stable Factual Knowledge Does Not Imply Compositional Reasoning

arXiv cs.AI · 2026-05-27 Cached

This paper introduces 'composition collapse', a phenomenon where language models with stable factual knowledge still fail to compose that knowledge into correct multi-hop reasoning, and proposes a double-gate protocol to isolate composition failure from atomic knowledge instability.

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