AI in the NHS: Governance, Not Hype, Will Determine Its Future

As AI moves from theoretical to “invisible” infrastructure within the NHS, shifting from technical performance to clinical accountability becomes a challenge. Dean Mawson explores why professional skepticism is a sign of maturity, the risks of automation bias, and why the NHS must move from conceptual oversight to operational governance to ensure patient safety at scale.
The NHS AVT Registry isn’t a safety stamp – and treating it like it is puts patients at risk

Many of us were hoping the new NHS AVT Registry would be list of assured technologies ready for rollout. But we were disappointed. Dean Mawson explains why treating it like a clinical safety assurance mechanism risks creating a dangerous false sense of security.