AI oversight, bias & failure · Specialist
Human review
ELI5
Meaningful review by a responsible person instead of automatic acceptance of system output.
Used in conversation
“The production plan needs to address the human review before work begins.”
Definition
Meaningful review by a responsible person rather than automatic acceptance of system output.
Here “Human review” means: Meaningful review by a responsible person rather than automatic acceptance of system output.
Pitch context
You may encounter “Human review” in accessibility, localisation, ethics & ai conversations or materials.
Why it matters: Explains access, language adaptation, care, provenance and emerging synthetic-media responsibilities.
Connected terms
- Human in the loopHuman-in-the-loop means human intervention is built into the operating process; human review may occur only after an output is produced.
Sources & evidence · 8
Supporting source families. This entry is an editorial synthesis rather than a quotation from one canonical glossary.
- World Wide Web Consortium — Making Audio and Video Media AccessibleSupporting source family · primary · checked 2026-08-14
- Netflix — Partner Help Center Delivery SpecificationsSupporting source family · primary · checked 2026-08-14
- Coalition for Content Provenance and Authenticity — C2PA Technical Specification and Content CredentialsSupporting source family · primary · checked 2026-08-14
- SAG-AFTRA — Artificial Intelligence ResourcesSupporting source family · primary · checked 2026-08-14
- U.S. Copyright Office — Copyright and Artificial IntelligenceSupporting source family · primary · checked 2026-08-14
- Writers Guild of America West — Artificial Intelligence: Know Your RightsSupporting source family · primary · checked 2026-08-14
- Coalition for Content Provenance and Authenticity — C2PA Technical SpecificationSupporting source family · primary · checked 2026-08-14
- Coalition for Content Provenance and Authenticity — C2PA Conformance ProgramSupporting source family · primary · checked 2026-08-14