Professional optimism in an AI world
How do we speak honestly about anxiety while still recognising the opportunity AI creates?
Living reflections
The Human-Centred Quality Initiative will develop in public. This page captures the questions, reflections and professional experiences that continue to shape the work.
No single practitioner, organisation, framework or tool has the final answer to what quality becomes next.
How do we speak honestly about anxiety while still recognising the opportunity AI creates?
What does acceptance mean when AI can generate tests but humans still carry accountability for outcomes?
Who notices when every component passes but the human journey fails?
Healthcare makes the stakes visible: systems can work while patient experience fragments.
If these themes connect with your own work, I would welcome your perspective.
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