oracle-researchclaw-citation-gap-filled
The Oracle stack had zero citation integrity before AutoResearchClaw integration — no verification that referenced sources actually exist or are relevant. AutoResearchClaw’s 4-layer citation verification (arXiv ID → DOI via CrossRef/DataCite → title match via Semantic Scholar → LLM relevance check) is a production-grade anti-hallucination component that fills this gap. This was the single highest-value capability extraction from the external repo.