Candidate
Staff Data Engineer · staff
574d1667-54ce-452b-bc8e-d9893486bd71
Competency rollup
No scored competencies yet. The modalities that ran did not produce evidence.
Modalities
| # | Modality | Driver | Status | Duration |
|---|
Transcript
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Integrity monitoring
Repeated and escalating window focus loss events (11 total) with multiple high-severity indicators suggest deliberate attempt to access external resources or avoid monitoring.
- 23:03:38–23:06:25Initial cluster of 3 focus-loss events (LOW to MEDIUM severity) spanning ~3 minutes; pattern suggests early disengagement.
- 23:06:59–23:07:27Rapid escalation to HIGH severity with 4 consecutive events in 28 seconds (tab switches and window blurs); indicates sustained effort to leave interview window.
- 23:09:13–23:12:58Continuation of HIGH-severity events including fullscreen exits; 5 more focus losses over 3.75 minutes suggests persistent and deliberate off-task activity.
Pattern shows 11 window focus losses with clear escalation from LOW (early) to HIGH severity (majority). The tight clustering of events, repeated tab switches, and fullscreen exits indicate intentional disengagement rather than accidental clicks. Absence of other signal types (gaze, faces, paste) limits confidence slightly, but the consistency and volume of focus loss strongly suggest resource-seeking behavior.
13 signals · AI-generated · human review required
| Time | Signal | Severity |
|---|---|---|
| 23:03:38 | Focus lost (violation #1) | low |
| 23:04:41 | Focus lost (violation #1) | low |
| 23:06:25 | Tab switch (violation #1) | low |
| 23:06:25 | Window focus lost (violation #2) | medium |
| 23:06:59 | Tab switch (violation #3) | medium |
| 23:07:00 | Window focus lost (violation #4) | high |