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. · Multinationals built for one jurisdiction fail exams in another — one receipt architecture, many filing packs.
TAM / Exposure
Govtech sentencing tools · Loomis v. Wisconsin precedent chain
Insurance lines
Municipal liability · Judicial E&O
Exhibit authority
Global External Validation — Due Process Algorithmic Sentencing Pack
Global leaders
EU Commission · ACLU · COMPAS vendors · State court admins · ISO · NIST · OECD · UNESCO
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.