Claim-level source links
Explicit verification date
Three-stage quality gate
Key Takeaways
- Material claims need traceable sources.
- Discovery, synthesis, and review should be separate checks.
- Ambiguous findings need explicit escalation.
This original editorial analysis sets out a practical quality model for assistant-produced research. It distinguishes finding information from making a defensible claim and treats source freshness, relevance, and traceability as separate checks.
The three-stage gate
Discovery gathers candidate sources. Synthesis records the claim, context, and limitations. Editorial review checks that the wording matches the evidence and that the publication date is visible. If a source cannot support the claim, the claim is softened or removed.
Why this matters
Trust compounds through consistent small checks. A brief that clearly marks uncertainty is more useful than one that sounds confident but hides weak evidence.
