# AI.Untangled · Before you use the output
Reviewed October 31, 2026 · Original educational checklist

[ ] Does it answer the actual task for the intended audience?
[ ] Can I trace names, dates, numbers and requirements to the source?
[ ] Did I open and inspect cited sources?
[ ] Are facts, inferences and recommendations visibly distinct?
[ ] Are missing owners, dates or approvals still marked as unknown?
[ ] Did it preserve the meaning of requirements and commitments?
[ ] Is the information appropriate for the tool and destination?
[ ] Do links and the next action work?
[ ] Has the relevant person reviewed the result before sharing or acting?
[ ] Have I recorded any remaining uncertainty?

An AI self-review can help find problems. It is not independent verification.