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External validation is not a bureaucratic detail

Systems for diagnosis, prognosis and imaging have repeatedly been deployed or promoted on the strength of performance that proved fragile under independent testing. A model that performs well in the hospital where it was born has proven only one thing: that it works at home. Consider the most instructive failure in recent clinical AI. The

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Datacentres drive emissions of Microsoft, Amazon and Google to half those of France

All three companies say they still aim to achieve net zero carbon output despite construction boomMicrosoft, Amazon and Google’s collective carbon emissions have increased by nearly a fifth in the past year, driven largely by datacentre construction.In the financial year ending March 2026, the three tech companies emitted 119m mTCO₂e (metric tonnes of carbon dioxide

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AI ‘actor’ Tilly Norwood has a movie coming out. Spare us this future | Dave Schilling

Acting is about human connection across cultural and social divides. But we can’t expect much of that in the ‘Tillyverse’Rejoice, cinema lovers. Tilly Norwood is back! Not familiar? I don’t blame you, as she’s not exactly a household name yet – though a fleet of well-fed publicists is certainly trying to rectify that. Tilly Norwood

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Safe from AI: which jobs will help you thrive in the future?

Experts say there will still be opportunities ahead in everything from teaching to hotels and the lawEntering the world of work often brings some uncertainty, but now there is another question: how can I AI-proof my career?We asked people from across various industries what they think the impact of AI will be on careers, and

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