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3. Verification Criteria

A. Technical Checks (Automated)

• Virus Scan: Every uploaded file/link is scanned via VirusTotal API.
• Playability: Server checks if the video plays for 30 seconds without buffering (headless browser test).
• Subtitle Sync: AI checks if .srt timestamps match video runtime (±1 sec tolerance).
• Bitrate Validation: Flags files claiming "4K" but bitrate < 15 Mbps.

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