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
—EU AI Act high-risk — justice administration
Regulatory exposure — commonly overlooked:
Courts demanding AI transparency while vendors claim trade secret — cryptographic receipt resolves impasse. · BaFin expects bank AI documentation in German exam language — receipt metadata supports localization.
TAM / Exposure
Govtech sentencing tools · Loomis v. Wisconsin precedent chain
Insurance lines
Municipal liability · Judicial E&O
Exhibit authority
Germany BaFin AI Pack — Due Process Algorithmic Sentencing Pack
Global leaders
EU Commission · ACLU · COMPAS vendors · State court admins · BaFin · Volkswagen · SAP · Siemens
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.
[Germany] Automotive
German OEM AV and industrial AI — strict liability culture demands proof.
[Germany] Works council
Betriebsrat co-determination on workplace AI — receipt proves consultation occurred.
[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 →