Major tech companies plan to spend $400 billion on AI this year but claim it's insufficient to meet growing demand. Meta, Microsoft, and Amazon are struggling with capacity constraints and are ramping up their investments in infrastructure to keep up. Microsoft’s CFO highlighted the pressing need for more computing power to satisfy customer demand.