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News/From Events to Reasoning: Hierarchical Rule Composition over Explicit States
arxiv
PublishedOctober 19, 2026 at 4:00 AM

From Events to Reasoning: Hierarchical Rule Composition over Explicit States

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arXiv:2610.22403v1 Announce Type: new Abstract: What a reasoning system emits is a conclusion; what it owes is a justification. Producing one requires every operation to be admissible on the facts actually available, the dependencies of intermediate results to survive to the end of the path, and the

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