Demo Candidate

Moderate concern: repeated window focus loss events (6 total) within 13 seconds suggest possible task-switching or distraction, but pattern alone is not conclusive for dishonesty.

• 16:00:59First window focus loss (LOW severity, window_blur) — single brief loss, minimal concern
• 16:00:59–16:01:01Two fullscreen exits and one additional blur within 2 seconds — suggests rapid switching away from interview window
• 16:01:11–16:01:12Three HIGH-severity focus losses in quick succession (fullscreen exit, window blur, tab switch) — pattern indicates deliberate multi-window navigation or external resource access

The six window focus events cluster into two bursts (16:00:59–16:01:01 and 16:01:11–16:01:12), with escalating severity. This pattern suggests the candidate may have been navigating away from the interview environment, possibly to access external materials. However, window focus loss alone can result from accidental clicks, notifications, or system behavior. Human review should verify whether the candidate's explanation matches the timeline and assess video content for visible cues of external resource use.

6 signals · AI-generated · human review required