The artificial intelligence (AI) boom looks very different from technology cycles. It offers the potential to improve productivity across a wide range of sectors, yet at the same time the vast demands on IT hardware, power and other resources are creating physical bottlenecks. The outcome is a potential multi-decade investment trend that offers both huge opportunities and real risks.