← Mandate Registry · 7 mandate layers · platform_ranking

platform · FTC Endorsement Guides · EU DSA transparency · EU AI Act Art 50

Platform Ranking / Live Metric Integrity

Involuntary session exit misread as churn → ranking death spiral without reviewable trace

—Creator economy metric integrity + FTC endorsement scrutiny

Regulatory exposure — commonly overlooked:
Platforms prove engagement in dashboards — creators cannot prove platform-side session kills vs user exits. · Federal agencies disagree on AI approach — but examiners agree internal logs are insufficient.

TAM / Exposure

$250B+ creator economy · ranking = livelihood

Insurance lines

Platform liability · E&O · Cyber

Exhibit authority

US Federal Exhibit — Platform Metric Integrity + Session Exit Audit Pack

Global leaders

TikTok · YouTube · Meta · Oracle USDS · Creator MCNs · NAIC · FTC · EEOC

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.

[United States (Federal)] Agency pincer

FTC, CFPB, EEOC, and DOJ all active on AI — one receipt chain satisfies cross-agency discovery.

[United States (Federal)] Federal preemption fight

State laws filling void — multistate operators need jurisdiction-tagged receipts.

[Text / Chat] Modality hook

Baseline — all frameworks apply to text decisions.

7 mandate layers (live)

Regulatory Clock Countdown to operative regulatory deadline — NAIC adoption, GSE mandate, EU transposition. Open →

Domain Classifier Industry-specific SAFE/CRISIS/VIOLATION with regulatory framework mapping. Open →

Exhibit / Filing Pack Regulator-ready external validation — NAIC Exhibit D, Fannie QC, EU FRIA, FDA Part 11. Open →

Mandate Registry Enroll deployers/insureds under vertical-specific governance mandate. Open →

Bind / Action Gate ALLOW/BLOCK before consequential action — bind policy, sell loan, deactivate worker. Open →

Compliance Certificate Deployer-facing downloadable cert — forward to counsel, auditor, regulator. Open →

Actuarial / Risk Feed Anonymized asymmetry signals for pricing, reserving, reinsurance correlation. Open →

Run platform_ranking demo Regulatory calendar Download exhibit pack Verify independently