autoresearchclaw-4-layer-citation-verification-oracle-gap

AutoResearchClaw implements a 4-layer citation verification pipeline: arXiv ID resolution → CrossRef/DataCite DOI lookup → title match → LLM relevance scoring. The Oracle stack has zero citation integrity today, meaning all references in board-ready intelligence reports are unverified. This is the highest-value capability to extract from AutoResearchClaw into Oracle core, independent of full paper generation.

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