AI Media Authenticity & Deepfake Forensic Workbench

Video Forensic Frame Viewer

Frame 1 of 3

FRAME: 00:02 | RES: 1080p
NOISE RESIDUAL: 88%

ANOMALY: DETECTED

TIMELINE SCRUBBER 00:02 / 00:08

SENSOR OVERLAY CONTROLS

Noise Residual Filter Lighting Vector Check Facial Boundary Mask Audio Spectrum Anomaly

Detection Telemetry & Provenance

Preset: Deepfake Forensic

COMPOSITE ANOMALY

89.5%

High synthetic deviation

FRAME STATUS

Synthetic Manipulation Detected

2/2 Indicators Flagged

Reported Subject / Context: Steve Sarkisian / Holly Rowe Postgame Exchange

Report Source: @nytimes / @TheAthletic

PRNU Sensor Noise Mismatch: Flagged (Score: 88)

Facial Warping / Boundary Artifacts: Present (Pixel Discontinuity)

Lighting Vector Consistency: Inconsistent (-42 deg delta)

FORENSIC AUDIT BRIEF EXCERPT

Inspection of clip keyframes confirms synthetic temporal discontinuity, boundary blend smoothing around the jawline and hand trajectory, and sensor noise inconsistency across 00:02–00:05. The footage is an AI-manipulated composite.

Reporting Provenance & Verification Context:

Grounding: Texas quarterback Arch Manning publicly addressed an AI-altered viral video depicting Steve Sarkisian and reporter Holly Rowe. Sourced from The New York Times / The Athletic.