AI Governance in Public Services

Develop a governance blueprint for the ethical and accountable deployment of AI in critical public services. Address transparency, bias mitigation, data privacy, human-in-the-loop design, safety testing, workforce impact, and mechanisms for redress and auditability. Compare private-sector risk management with public accountability, and outline phased adoption with guardrails and evaluation metrics.