AI infrastructure squeeze
Hyperscalers are still planning huge AI builds, but the bottlenecks are shifting from demand to permissioning and monetisation — one estimate puts combined 2026 AI infrastructure spend by Microsoft, Amazon, Google and Meta at $650–$700 billion. (ibtimes.com.au) States are pushing back: Maine is considering a pause on new AI data centres and 11 other states have tried similar measures, creating a patchwork of local delays. (businessinsider.com) At the same time Azure demand remains strong even as Copilot monetisation softens and some reporting says Microsoft has paused certain data‑centre activity amid energy and demand worries, while Nvidia is pursuing telecom network plays like its investment in Nokia. (windowsnews.ai) (whalesbook.com) (cloudnews.tech)
The artificial intelligence buildout is still accelerating, but the choke points have shifted from buying chips to winning permits and proving customers will pay. (bloomberg.com) Alphabet, Amazon, Meta and Microsoft together have forecast about $650 billion in 2026 capital spending for new data centers and equipment, according to Bloomberg’s analysis of their earnings disclosures. Microsoft alone spent $37.5 billion on capital expenditures in its fiscal second quarter, up 66% from a year earlier, with roughly two-thirds going to graphics processing units and other artificial intelligence hardware. (bloomberg.com) (geekwire.com) At the same time, Maine is poised to become the first state to pass a temporary statewide ban on new data center construction after both chambers approved a measure that would block projects until November 2027. The bill would also create a council to recommend rules aimed at avoiding higher power prices and other strains on residents. (cnbc.com) (mainemorningstar.com) That fight is spreading. The National Conference of State Legislatures said lawmakers in at least 11 states introduced moratorium bills this session, and Axios reported active statewide proposals in places including Georgia, Maryland, Michigan, Minnesota, New Hampshire, New York, Oklahoma, South Carolina, Vermont and Virginia. (ncsl.org) (axios.com) The business picture is mixed inside the same companies writing the checks. Microsoft said Azure revenue grew 39% in its fiscal second quarter and Microsoft Cloud topped $50 billion in quarterly revenue, while the company also disclosed 15 million paid Microsoft 365 Copilot seats. (geekwire.com) (microsoft.com) But Microsoft has also confirmed it is slowing or pausing some data center construction, including a $1 billion Ohio project, as it adjusts build plans to demand. The company described the moves as strategic pacing rather than a retreat from artificial intelligence infrastructure. (spectrumnews1.com) (thehill.com) The monetization question is showing up in product changes as well. Microsoft is pulling the fuller in-app Copilot experience behind the paid Microsoft 365 Copilot license for some business users starting April 15, 2026, a sign that the company is still tuning how it charges for artificial intelligence software. (office-watch.com) (chrismenardtraining.com) Nvidia is responding by trying to widen what counts as artificial intelligence infrastructure. In October 2025, it said it would invest $1 billion in Nokia and work with Nokia and T-Mobile to build “AI-RAN,” which uses mobile network equipment as computing capacity for 5G-Advanced, 6G and edge artificial intelligence services. (nvidianews.nvidia.com) (telecomtv.com) The result is a buildout that looks less like a straight line than it did six months ago. The biggest companies are still budgeting at record levels, but each new campus now has to clear three tests at once: power, permits and paying workloads. (bloomberg.com) (cnbc.com)
