SRC-UK-01 · official governance guidance
AI Playbook for the UK Government
Covers human control, procurement, data protection, assurance, lifecycle governance, and responsible AI use.
UK Government — official/source page ↗Procurement
High-Impact AI Procurement Test Suite
Twenty pre-deployment tests for jurisdiction, purpose, data types, version control, audit access, appeals, restoration, retention, incident reporting and emergency sunset.
Technical design proposal / research synthesisFact / proposal boundaries enforcedv0.14.0
Answer first
What should an institution test before buying a high-impact AI system?
It should test whether the system can actually support the constitutional obligations the institution will retain after purchase. If jurisdiction, provenance, appeal, restoration or version history cannot be inspected, the governance failure is already embedded in procurement.
Test domains
Contract, architecture and operations
The suite examines data classes, purpose constraints, model versions, audit access, decision provenance, appeal integration, restoration, retention, security, incident reporting, red-team evidence and termination/transition plans.
Public responsibility
Vendor secrecy cannot erase institutional duty
A vendor may legitimately protect intellectual property, but the public institution still needs enough evidence to explain and contest consequential power. Procurement must resolve that tension before deployment.
Clickable evidence
Sources supporting the factual layer
Source links establish traceability and support. They do not imply that the source endorses Concresca’s constitutional proposals.
SRC-NIST-01 · official governance framework
AI Risk Management Framework 1.0
Organizes AI risk management around Govern, Map, Measure, and Manage across the lifecycle.
NIST — official/source page ↗SRC-AUS-01 · official governance framework
National framework for the assurance of artificial intelligence in government
Provides a national AI assurance framework for Australian government use.
Australian Government — official/source page ↗Judgment-free total cognitive freedom
NO JUDGMENT WHATSOEVER. Concresca coordinates without assigning moral worth, character, guilt, danger, trustworthiness, loyalty, purity, normality, or social standing. Questions, thoughts, identities, messages, content, and conduct are not objects of Concresca judgment.