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1 paper

cs.LG2026

Controlling Logical Collapse in LLMs via Algebraic Ontology Projection over F2

Hisashi Miyashita, Mgnite Inc

Do large language models internally encode ontological relations in a formally verifiable algebraic structure? We introduce Algebraic Ontology Projection (AOP), which projects LLM…