Source: FT

His message is clear: Al is no longer just software. It's becoming foundational infrastructure, similar to electricity or the internet. The 5 Layers of the Al Economy 1) Energy - The Power Behind Al Al requires massive electricity to run data centers and train models. This is why nuclear, renewable energy, and power infrastructure are becoming critical to the Al race. 2) Chips - Turning Power Into Compute Al chips convert electricity into computing power. Leaders like NVIDIA, TSMC, and Broadcom. dominate this layer with GPUs, advanced semiconductors, and high-bandwidth memory. 3) Infrastructure - The Al Factories Massive GPU clusters and cloud data centers coordinate tens of thousands of chips to "produce intelligence." Neo-Cloud leaders like Oracle, Nebius, Coreweave and Iren are building the backbone of Al compute. 4) Models - The Al Brain Large models process data and generate intelligence across language, science, robotics, and simulations. Competition is intensifying between companies like Meta, Microsoft, Amazon and Alphabet. 5) Applications - Where Value Is Created The top layer is where Al transforms industries: autonomous driving, Al agents, robotics, enterprise software, and more.

Nearly 40% of US data center projects due to complete in 2026 are AT RISK of missing their deadlines by more than 3 months, according to SynMax satellite analysis and IIR Energy data. More than 60% of projects scheduled for 2027 have yet to begin construction as of April 2026. The 2027 pipeline alone represents ~50 gigawatts of planned capacity, equivalent to the output of ~50 nuclear reactors, with the majority still showing no construction activity, according to SynMax Vulcan Platform and IIR Energy. The primary constraints are chronic shortages of specialist labor, gas turbines, and transformers, along with permitting hurdles that are pushing labor costs up as much as +30% in remote locations. Is the US data center 'boom' hitting the wall? Source: Global Markets Investor, FT