AI CULLING PILOT AND EXCEPTION RECORD
A Thousand Moments | Planning worksheet | November 1, 2026

Review both groups. Use flags, ratings, labels or collections first. Do not interpret this sample as a universal accuracy benchmark or use it to delete the only originals.

Application and version: ______________________________

Originals and verified backup: ______________________________

Pilot collection and count: ______________________________

Written selection goal: ______________________________

Criteria and thresholds: ______________________________

Suggested selects and rejects: ______________________________

Important false rejects: ______________________________

Group faces and intentional-style review: ______________________________

Reversible action applied: ______________________________

Manual review time and unresolved issues: ______________________________

Keep this record with the original files or equipment details.