autoresearchclaw-4layer-citation-verification-anti-hallucina

autoresearchclaw-4layer-citation-verification-anti-hallucination

AutoResearchClaw’s citation verification uses 4 sequential checks: arXiv ID resolution → CrossRef/DataCite DOI lookup → title fuzzy match → LLM relevance scoring. This is production-grade anti-hallucination for academic references — before this integration, Oracle had zero citation integrity guarantees in its research outputs.

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• researchclaw-4-layer-citation-verification-architecture
• 4-layer-citation-verification-zero-hallucination-pattern
• four-layer-citation-verification-anti-hallucination-pattern
• citation-verification-4-layer-pattern-anti-hallucination
• oracle