CLAIM REVIEW · Workflow idea
For people who choose to submit a public claim for review, gather relevant reporting and prepare a short preliminary assessment with source links. A summary or verdict can misread context, rely on weak sources, or miss newer evidence; check primary material, separate what sources establish from what remains uncertain, and avoid treating the result as medical, legal, financial, or emergency advice. Make clear how submissions are handled and route high-impact or ambiguous claims to a qualified person.
01 / The starting point
A voluntary submission, a clear privacy notice, and access to relevant public sources
“Help someone inspect a claim without turning an automated assessment into a definitive verdict.”
02 / The work
Helps a person compare a submitted claim with public sources and prepare a concise, cited assessment for review.
Tell people what is reviewed, what may be stored, and when a person will see the request.
Identify the exact statement, date, location, and important qualifications before looking for evidence.
Prefer original records and reputable reporting, and keep citations beside each relevant finding.
Avoid unsupported true-or-false certainty and note conflicting or missing information.
Have a qualified person review ambiguous, health, safety, legal, or financial topics before responding.
03 / The result
A preliminary evidence summary with direct citations, uncertainty notes, and human-review status.
Reviews & approvals · Example outcome
A preliminary evidence summary with direct citations, uncertainty notes, and human-review status.
A generated assessment is not a guarantee of truth and may miss context or stronger evidence. Verify citations, explain uncertainty, protect submitted text and contact details, and never use the result as a substitute for qualified advice in high-stakes situations.
04 / Make it yours
A few choices shape the work around your team.
Explain the review process, data handling, contact expectations, and how a person can stop.
Prefer direct evidence, preserve links and dates, and state what the review cannot establish.
Use cautious language and route high-impact or unresolved claims to a qualified reviewer.
Restrict access, minimize retention, and let a responsible person approve response guidance.