Governance Studio
Every registered artefact has a named human owner and cannot become active without approval. Change history is append-only and visible to educators.
Transparency Passports
Nothing activates on its own. A learning signal or pathway stays inactive until a governance administrator approves its passport, and every decision is written to an append-only trail.
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Sustained directional change (acute care simulation)
Structured disclosure
- · Not validated, not a risk score, not a predictor
- · Sensitive to irregular charting intervals
- · Ignores medication, activity, device accuracy and personal baseline
- · Must not be deployed against production records without formal regulatory, legal, clinical and organisational review
Change history
- 2026-02-18Added explicit missing-data display to signal detailAcute Care CNS
- 2025-12-04Equity review completed — no demographic inputsAI Governance Administrator
- 2025-10-30Initial approval for simulation useAI Governance Committee
Audit entries cannot be deleted. Content changes are surfaced to educators rather than applied silently.