How to verify AI-assisted research
AI can organize questions and evidence, but it can also create convincing errors.
- ✓ Open underlying sources
- ✓ Confirm dates, names, and numbers
- ✓ Compare independent authoritative sources
- ✓ Never rely solely on generated conclusions
Use AI for structure
AI is useful for summarizing a research path, proposing questions, comparing disclosed facts, and organizing uncertainty.
Expect failure modes
Generated responses can hallucinate facts, confuse entities, use outdated context, omit counterevidence, or sound more certain than the sources justify.
Run a verification pass
For every material claim, confirm the issuer, date, period, units, source, and whether later information supersedes it.
- Use SEC EDGAR for U.S. public-company filings
- Use issuer investor-relations pages for official releases
- Compare market data with the provider timestamp and entitlement
Protect your judgment
Avoid making urgent or emotionally driven decisions from a chatbot response. Slow down, verify, and consider speaking with a qualified registered professional.
This lesson is educational and does not recommend a security or predict a return. Verify material information independently.