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The UK has unveiled a £1.1 billion AI Hardware Plan built around a £750 million national supercomputer at the University of Edinburgh. The plan aims to reduce dependence on foreign AI infrastructure, but its success will depend on whether British chip startups can turn public procurement into real scale.