Author name: Polly Chromatic

SWANK AI Guidance Note 19Correction Rights · AI Governance · Record Integrity Core Standard ERROR CORRECTION MUST BE PART OF

SWANK AI Guidance Note 18Chronology · Organisational Memory · Record Integrity Core Standard TIME IS PART OF THE EVIDENCE Organisational

SWANK AI Guidance Note 17Source Traceability · Record Integrity · AI Governance Core Standard EVERY MATERIAL CLAIM SHOULD HAVE A

SWANK AI Guidance Note 16AI Triage · Operational Governance · Human Review Core Standard PRIORITISE ATTENTION, NOT TRUTH AI triage

SWANK AI Guidance Note 15Operational Testing · Uncertainty · AI Governance Core Standard TEST THE SYSTEM WHERE REALITY BECOMES DIFFICULT

SWANK AI Guidance Note 14Incident Governance · Error Correction · Operational Resilience Core Standard CORRECT THE RECORD. UNDERSTAND THE SYSTEM.

SWANK AI Guidance Note 13Automation Bias · Professional Judgment · Human Accountability Core Standard OUTPUT IS INPUT TO JUDGMENT AI-generated

SWANK AI Guidance Note 12Administrative Fairness · Public-Sector AI · Reviewability Core Standard CONSISTENCY WITHOUT RIGIDITY Fair administration requires identifiable

SWANK AI Guidance Note 11Human Oversight · Decision Accountability · AI Governance Core Standard HUMAN PRESENCE IS NOT THE SAME