autoresearchclaw-uses-academic-apis-not-generic-web-search

AutoResearchClaw queries OpenAlex, Semantic Scholar, and arXiv APIs directly for literature discovery — not generic web search. These APIs return structured metadata (DOIs, citation counts, author affiliations, paper abstracts) with deterministic results. The Oracle’s current research loops use web search which returns non-structured, unverified, potentially hallucinated citations.