legal_gov · Due Process Clause · Equal Protection Clause · EU AI Act Annex III
Judicial Sentencing / Parole
Algorithmic sentencing discovery requires independent verify — not vendor PDF
—METI AI Guidelines 2024 + APPI
Regulatory exposure — commonly overlooked:
Courts demanding AI transparency while vendors claim trade secret — cryptographic receipt resolves impasse. · Japan soft-law approach hardening — FSA now expects bank AI documentation like BaFin.
TAM / Exposure
Govtech sentencing tools · Loomis v. Wisconsin precedent chain
Insurance lines
Municipal liability · Judicial E&O
Exhibit authority
Japan METI AI Pack — Due Process Algorithmic Sentencing Pack
Global leaders
EU Commission · ACLU · COMPAS vendors · State court admins · METI · SoftBank · Toyota · FSA
COMPAS legacy
Wisconsin required disclosure — Velaru makes disclosure independently verifiable.
EU Art 14 oversight
Human oversight must be documented — not asserted in policy manual.
Municipal D&O
County buys risk assessment AI — county executives personally named in civil rights suits.
[Japan] Aging society
Japan healthcare AI urgency — receipt for elder care and nursing decisions.
[Japan] Automotive
Toyota/Honda AV — NHTSA equivalent documentation for JAMA standards.
[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 →