AI-led gains have added trillions to markets, but durability hinges on earnings catching up with lofty multiples, the cost and power needs of data centres, supply bottlenecks, and regulation. Aoifinn devitt, Senior Investment Advisor at Moneta also mentioned that Some 'picks-and-shovels' plays benefit, yet a sentiment turn could compress valuations fast.