research

Source-backed fact verification identifies volatile information such as provider docs or model names, locates primary sources, records retrieval dates, separates facts from inference, and reports unknowns for audit-ready citations.

Documenting retrieval dates and source attribution involves capturing when primary sources are accessed, separating factual data from inference, and structuring the output with dated credentials suitable for audits and citations.

Separating facts from inference during research requires locating primary sources, recording retrieval dates, explicitly distinguishing verified information from inferred conclusions, and documenting any uncertainties or unknowns.

Source-backed retrieval is needed for model names and provider docs when dealing with volatile facts where sources and dates matter, ensuring traceability and proper attribution for audit and citation purposes.

Yes, you can use this approach to get audit-ready citations by identifying factual questions, locating primary sources to maximize reliability, and providing a clear output with sources and a structured summary suitable for audits.

Fact verification works for reporting unknowns by identifying volatile facts, locating primary sources, capturing retrieval dates, separating facts from inference, and explicitly documenting uncertainties to ensure traceability and proper attribution.