AI Financial Research with Citations: What Good Evidence Looks Like
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Citations make AI financial research more auditable, but a citation's presence does not prove that the answer is correct. Investors should check whether the source is authoritative, current, directly relevant, and actually supports the claim being made.
Key Takeaways
- AI is a research aid, not a guarantee of investment performance.
- Verify material financial claims against current primary sources.
- Record source dates, data periods, assumptions, and limitations.
Citation presence versus citation correctness
An answer can include a real URL while misreading the document, using an outdated page, or citing a passage that does not support the conclusion. Evaluate the relationship between claim, source, date, and context.
Prefer primary sources
SEC EDGAR filings, issuer investor-relations releases, official exchange data, and government publications are usually better foundations for material financial claims than unsourced summaries.
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Get started →Record dates and limitations
Financial facts change. A research note should record when the source was published, when the analysis was performed, and what information was unavailable.
A practical review checklist
Open the source, verify the figure, check the period and units, look for qualifiers, compare with another primary source when material, and label interpretation as interpretation.
Sources and methodology
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