Identity
AI-generated or AI-assisted feedback should be identifiable where that fact is material to how the user interprets the result.
Authority
Interfaces must distinguish AI assistance from human review and from system-of-record decisions.
Sources and uncertainty
Where sources materially support an answer, the system should expose appropriate source context. Uncertainty/limitations must not be hidden behind fluent language.
Model/provider changes
Material provider/model changes are governed and do not silently expand AI authority.
Known finding
Review Progression completed AI feedback requires clearer provenance; this remains a tracked governance item until remediated.
Questions or requests
Use the Certifiedge contact, complaints or data-rights route appropriate to the issue. Internal policies do not remove rights or remedies available under applicable law.