LEGAL MANDATE EVALUATION • ARTICLE 15 YOUTH SHIELD

EU Under-15 Social & AI Restriction Impact Simulator

Platform Compliance, Verification Friction, & Parental Drop-off Modeling
Source: Watcher Guru Policy Alert (Under-15 Ban)
Policy Controls Presets:
Under-15 Demographic Share 18.5%
Active youth share in target platform MAU
Verification Mechanism
Parental Consent Friction 42.0%
Abandonment rate when parent validation is demanded
Enforcement Strictness High (Audited)
Regulatory penalty multiplier and KYC stringency
EU Legislative Impact Assessment Impact: Moderate-High
Youth Retention Rate
34.2%
Verification Friction
42.0%
Workaround Rate
28.5%
Platform Compliance Index
74.1
Dimension Simulated Status Regulatory Impact Rationale
Target Demographic Exposure 18.5% of MAU Children under 15 subject to explicit gatekeeping rules.
Verification Architecture zero_knowledge Cryptographic age attestation minimises user identity disclosure.
Platform Workaround / VPN Leakage 28.5% estimated Teens bypassing restrictions through proxy identities and VPN routing.
Estimated Compliance Cost Index 74.1 / 100 Technical integration, audit liability, and support overhead.
Ready: Policy model calibrated to Watcher Guru Under-15 Mandate report.
Full compliance snapshot generated for regulatory submission.
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