oracle-has-zero-citation-integrity-verification
The Oracle stack currently has no citation verification layer — all literature references are sourced via generic web search with no validation. AutoResearchClaw implements 4-layer citation verification: arXiv ID resolution → CrossRef/DataCite DOI lookup → title match → LLM relevance scoring. This is a production-grade anti-hallucination mechanism that the Oracle currently lacks entirely, making any academic or evidence-backed output potentially unreliable.
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