autoresearchclaw-citation-verification-4-layer-anti-hallucination
AutoResearchClaw implements production-grade citation anti-hallucination via a 4-layer verification chain: arXiv ID validation → DOI resolution via CrossRef/DataCite → title semantic match via Semantic Scholar → LLM relevance scoring. The existing Oracle AutoResearch skill had zero citation integrity before this integration. Any research system that outputs academic references without this chain risks hallucinated citations passing undetected.
Related
- oracle
- researchclaw-4-layer-citation-verification-architecture
- autoresearchclaw-4-layer-citation-verification-production-gr
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- four-layer-citation-verification-anti-hallucination-pattern
- autoresearchclaw-4-layer-citation-verification-fills-oracle
- citation-verification-4-layer-pattern-for-zero-hallucination