The AI Boom Runs on Chips, but It Can't Get Enough

Can someone explain to me why AI (which is boosting Nvidias stock) is picking up so much? Why didn't Alexa/Siri and googles original AI cause the same thing? I doubt that openai is buying all these GPUs, who is?