Enterprises can’t spend their way to AI leadership

A pathologically simple playbook emerged in the last few years for winning the AI race: hoard GPUs, hire every AI expert you can find and then watch the magic happen. But as we roll through the second half of 2026, cracks in that strategy have turned into craters. A harsh reality of frontier AI development is finally setting in: you can’t spend your way to the top.