Talent Systems — Science Team
Integrity Monitor

7 Flag Types

What the integrity monitor detects during interviews.

The integrity monitor runs in the candidate's browser during voice interviews. It detects behaviors that may indicate dishonesty without recording any video or biometric data.

Flag Types

FlagDetection MethodWhat It Means
multiple_facesMediaPipe face countMore than one face detected on camera
extended_gaze_awayMediaPipe gaze trackingCandidate looked away from screen for extended period
tab_hiddenvisibilitychange eventCandidate switched to another browser tab
window_blurblur eventBrowser window lost focus (Alt-Tab, etc.)
clipboard_pastepaste eventCandidate pasted text (potential copied answers)
window_resizeresize eventBrowser window was resized (potential split screen)
multiple_displaysScreen APIMultiple displays detected

Which Apply to Which Mode

FlagVoiceText
multiple_facesYes (camera)No (no camera)
extended_gaze_awayYes (camera)No (no camera)
tab_hiddenYesYes
window_blurYesYes
clipboard_pasteYesYes
window_resizeYesYes
multiple_displaysYesYes

What Gets Stored

Only flag metadata: type, timestamp, duration. No images, video frames, gaze vectors, face landmarks, or biometric data.

How Flags Affect Scoring

Flags are passed to the scorer as optional context. The scorer can note them in the scorecard, but the primary impact is through the integrity deduction applied to the weighted score. Each flag type has a configurable deduction weight.

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