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The UK government plans to deploy a new national supercomputer by 2030 at the University of Edinburghwith funding set aside to support British chip design and wider AI hardware development. The announcement, made alongside the AI Hardware Plan at London Tech Week, signals a push to strengthen the UK’s position in AI infrastructure, semiconductors, and technical talent.

The plan allocates £750 million for the supercomputer project, which will replace ARCHER2the current flagship system at Edinburgh. Of that total, £400 million is earmarked for next-generation chips, including £150 million for inference chips and £250 million for more specialized processors. The government has said it wants British-designed chips to play a central role in the system, although a tender process for the project has not yet begun.

A separate £120 million programme, called the AI Hardware Innovation Programmewill support UK companies working on chip design, development, and testing. Part of that package — at least £20 million — will expand the Scaling Inference Labrun by ARIA and Common AI. The plan also includes a commercial deployment involving Oriole Networks and AMDwhich the government says will be the world’s first large-scale AI system using purely photonic networking.

The skills side of the strategy is also substantial. The government will spend £45 million on training engineers, chip designers, and technicians, including a new £12 million Centre for Doctoral Training in Chip Design. It will also expand the current semiconductor skills programme, raising undergraduate bursaries to 400 next yearup from 300.

Alongside the public funding, a new chip investment fund will be led by Playground Global and supported by up to £150 million from the British Business Bank. The government says this is the largest investment ever made by the bank. Former Intel chief executive Pat Gelsinger is a partner at Playground Global, and the firm plans to open its first office outside the US in the UK.

In simple terms, the UK is trying to build more than just one powerful machine. It is also trying to create a full ecosystem around AI chips, supercomputing, research, skills, and investment, so that British hardware companies can compete more effectively in the years ahead.