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 ↗Lifecycle governance
Constitutional Model Change Control
A version-control framework preventing model, prompt, threshold, retrieval or policy changes from silently changing constitutional behavior after approval.
Technical design proposal / research synthesisFact / proposal boundaries enforcedv0.14.0
Answer first
Why do model updates require constitutional change control?
Because a high-impact system can be lawful or rights-preserving under one configuration and materially different after an update. Approval must attach to an inspectable system version, not an abstract product name.
Change record
Material change should be explicit
Record old/new version, behavioral difference, affected rights, tests, approval, deployment time and rollback capability. Material updates should trigger renewed assurance proportional to risk.
Failure mode
Silent drift converts certification into theater
If a vendor can replace the model or change thresholds without a new review, an institution may continue citing an approval that no longer describes the deployed decision process.
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-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 ↗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.