Application Parameters & Data Pipeline
Youth Video Streamer
COPPA Exposure Diagnostic
16 CFR Part 312 Real-Time Scorer
Flagged Statutory Violations:
Mandatory Consent Decree Remediation:
Historical COPPA Settlement Benchmarks
DOJ / FTC Penalties
| Entity | Penalty | Year | Key COPPA Triggers |
|---|---|---|---|
| DOJ v. TikTok | $400M | 2024+ | Minor profile bypass, ad tracking, unhonored deletions |
| Epic Games | $275M | 2022 | Default voice/text chat enabled for youth, dark patterns |
| Google / YouTube | $170M | 2019 | Identifier tracking on youth channels without VPC |
| Amazon (Alexa) | $25M | 2023 | Indefinite retention of children's voice recordings |
| Musical.ly (TikTok) | $5.7M | 2019 | Under-13 account registration without parental notice |
Algorithmic Disgorgement & Purge Mandate
FTC / DOJ Consent Decree Remedy
Under recent precedent (FTC v. Kurbo, Weight Watchers, TikTok), non-compliant minor training records trigger mandatory model disgorgement—requiring full retraining of affected recommendation weights.
Estimated Non-Consented Minor Profiles:
5,625,000 users
Tainted Telemetry Event Log Mass:
2.05 Billion Records
Mandated Algorithmic Model Purge:
Required (Recommender Weights)
Estimated Engineering & Retraining Overhead:
$4,250,000 USD