Regulatory exposure — commonly overlooked:
Platforms prove engagement in dashboards — creators cannot prove platform-side session kills vs user exits. · CNIL among most aggressive EU DPAs on AI — French language audit trail required.
TAM / Exposure
$250B+ creator economy · ranking = livelihood
Insurance lines
Platform liability · E&O · Cyber
Exhibit authority
France CNIL AI Pack — Platform Metric Integrity + Session Exit Audit Pack
Global leaders
TikTok · YouTube · Meta · Oracle USDS · Creator MCNs · CNIL · Mistral AI · AMF
TikTok Live ejection
Ingest stays live while viewers drop — retention AI conflates platform disconnect with voluntary churn.
Uber tip UI pattern
Metric conflation harm — system behavior misread as user behavior.
MCN counsel file
Pre-dispute receipt before likeness/ranking dispute — not CDN repair.
[France] Sovereign AI
France pushing Mistral/sovereign stack — receipts prove which model decided.
[France] AMF scrutiny
French financial markets AI — AMF expects algorithm documentation.
[Text / Chat] Modality hook
Baseline — all frameworks apply to text decisions.
7 mandate layers (live)
Regulatory ClockCountdown to operative regulatory deadline — NAIC adoption, GSE mandate, EU transposition.Open →
Domain ClassifierIndustry-specific SAFE/CRISIS/VIOLATION with regulatory framework mapping.Open →
Exhibit / Filing PackRegulator-ready external validation — NAIC Exhibit D, Fannie QC, EU FRIA, FDA Part 11.Open →
Mandate RegistryEnroll deployers/insureds under vertical-specific governance mandate.Open →