 Electricity is really a powerful source for standard of living. And so as the standard of living across the world rises, particularly in less developed countries, the demand for electricity is really increasing. Our third witness is Sam Young, the AI manager at Energy Systems Catapult, a UK-based consultancy that's working towards a net zero future.