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Grokers: Bottom-Up Inductive Comprehension and Write-Time Intelligence over Typed Knowledge Graphs

arXiv cs.AI · 2d ago Cached

This paper presents Grokers, an architecture for bottom-up inductive comprehension of typed knowledge graphs that pushes intelligence to write time, eliminating LM calls at query time. It proves three formal theorems about byte-identity, accumulation monotonicity, and dual-traversal ordering.

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