Database-Grounded Agent Checks
Database-Grounded Agent Checks
More beta agents now start from academic database context, while Claim Evidence and Hallucination Checker make paper links and DOI checks clearer before asking you to review anything manually.
Improvements
- Use database selectors in Analysis Foundry, Seminar Architect, and Study Steward so those agents can ground plans in selected academic sources
- Ask agents to search related papers before carrying out academic tasks, with DOI and reference resolution prioritized when available
- Open Claim Evidence papers directly from evidence cards, strongest-evidence snippets, overview lists, and tool previews
- Audit Hallucination Checker references with DOI.org metadata alongside academic database and provider lookups
- Keep likely hallucinated references out of the real-paper link count so unrelated matches are not shown as verified papers