autoresearchclaw-4-layer-citation-verification-fills-oracle

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

AutoResearchClaw’s citation verification pipeline is: arXiv ID verification → DOI lookup (CrossRef/DataCite) → title fuzzy match → LLM relevance scoring. Oracle had zero citation integrity before this integration. This 4-layer verification is the primary anti-hallucination capability AutoResearchClaw brings to the Oracle stack and should be wired into all evidence-backed report generation.

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• autoresearchclaw-4-layer-citation-verification-oracle-lacks
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• autoresearchclaw-4-layer-citation-verification-oracle-gap
• autoresearchclaw-citation-verification-4-layer-anti-hallucin
• researchclaw-4-layer-citation-verification-architecture