A massive AI breakthrough is coming in the first half of 2026—and Morgan Stanley says most of the world isn’t ready for it.
In a sweeping new report, the investment bank warns that a transformative leap in artificial intelligence is imminent, driven by an unprecedented accumulation of compute at America’s top AI labs. Researchers specifically highlighted a recent interview with Elon Musk, citing his belief that applying 10x the compute to LLM training will effectively double a model’s “intelligence”—and say the scaling laws backing that claim are holding firm.
Executives at major U.S. AI labs are telling investors to brace for progress that will “shock” them. The gains are already outpacing expectations: OpenAI’s recently released GPT-5.4 “Thinking” model scored 83.0% on the GDPVal benchmark, placing it at or above the level of human experts on economically valuable tasks. And Morgan Stanley says the curve only gets steeper from here.
A Power Crisis Is Choking the Buildout
The intelligence explosion comes with a brutal infrastructure constraint. Morgan Stanley’s “Intelligence Factory” model projects a net U.S. power shortfall of 9 to 18 gigawatts through 2028—a 12% to 25% deficit in the power needed to run it all.
