Demo Candidate

High concern: identity verification failed at entry, followed by multiple faces detected shortly after, suggesting possible impersonation or unauthorized third party.

• 08:19:45Identity mismatch (HIGH): No face detected on ID document (similarity 0.0) while one face detected in selfie. This is a critical authentication failure indicating the ID cannot be verified or is invalid.
• 08:20:25Multiple faces detected (MEDIUM): Two faces detected on ID document and one in current frame (similarity 0.20). This low similarity combined with multi-face detection suggests the person on camera may not match the ID holder, or an unauthorized second party entered frame.

The combination of failed identity verification at entry (0.0 similarity) and detection of multiple faces 40 seconds later is a strong integrity concern. The inability to match any face on the ID document to the test-taker raises questions about document validity or authenticity. Immediate human verification of identity and verification of who is physically present is critical before assessment can be validated.

2 signals · AI-generated · human review required