In a nondescript data centre campus in West Des Moines, Iowa, row upon row of NVIDIA H100 GPUs hum at a constant pitch, each processor drawing 700 watts of power whilst generating enough heat to warm a small home. Multiply that single GPU by the 16,000 units Meta used to train its Llama 3.1 model, and you begin to glimpse the staggering energy...