SWANK AI Guidance Note 10Vendor Governance · Data Governance · Operational Risk Core Standard GOVERN THE SYSTEM, NOT THE LABEL […]

SWANK AI Guidance Note 09Children · Safeguarding · Human Accountability Core Standard HEIGHTENED CAUTION WHERE CONSEQUENCES ARE HIGH AI may

SWANK AI Guidance Note 08Feedback Systems · Adaptive Governance · Reassessment Core Standard REASSESSMENT ALONGSIDE ESCALATION A stable system must

SWANK AI Guidance Note 07Accessibility · Public-Sector AI · Human-Centred Systems Core Standard ACCESSIBILITY SHOULD SURVIVE AUTOMATION AI should expand

SWANK AI Guidance Note 06AI Governance · Evidential Reliability · Human Review Core Standard INDICATOR IS NOT DETERMINATION AI-detection technology

SWANK AI Guidance Note 05AI Governance · Evidential Traceability · Record Integrity Core Standard EVIDENCE OVER INFERENCE A coherent narrative

SWANK AI Guidance Note 04Education · AI Literacy · Academic Integrity · Critical Verification Core Standard TEACH USE. DEFINE BOUNDARIES.

SWANK AI Guidance Note 03AI Governance · Human Oversight · Decision Accountability Core Standard HUMAN ACCOUNTABILITY OVER AUTOMATION AI may