AI is becoming more capable but harder to understand. Decisions are automated, yet humans remain accountable. This is why explainability must move beyond models and outputs, toward helping people keep clarity, confidence, and judgement when working with AI systems over time. #explainableAI #AIgovernance #AIleadership #HumanCenteredAI

Human-centred AI is no longer about fancy tools. It reshapes roles, power, and responsibility. The real test now is leadership: when to slow decisions, protect judgement, and keep accountability human. #leadershipresponsibility #aigovernance #decisionaccountability #humanintheloop #trustinai #responsibleautomation #futureofwork #managementandai