AFST litigation established — risk score without audit = civil rights violation pattern
—KISA AI guidelines + PIPA
Regulatory exposure — commonly overlooked:
County social worker relies on AI score — county owns harm, vendor owns subscription agreement. · Korea AI Basic Act emerging — early movers on receipt infrastructure win Samsung/LG supply chain.
TAM / Exposure
400K+ children in foster care US · AFST-style tools nationwide
Insurance lines
Municipal liability · Social services E&O
Exhibit authority
Korea AI Basic Act Pack — Child Welfare AI Decision Pack
Global leaders
HHS · Allegheny County (AFST) · ACLU · Casey Family Programs · KISA · Samsung · Naver · Kakao
ICWA compliance
Native family placement AI must respect ICWA — wrong recommendation = federal violation.
Mandatory reporter
AI flagging abuse must prove escalation path — receipt of CRISIS classification is legal artifact.
Photo analysis
Image AI in welfare checks — multimodal receipt required per input hash.
[South Korea] Chip + AI
Samsung, SK Hynix AI in manufacturing — safety-critical receipt requirements.
[South Korea] K-pop platform AI
Content moderation AI for global platforms headquartered in KR.
[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 →