Part 7/12:
A critical aspect of the AI hardware debate involves energy consumption and infrastructure constraints. Newman draws an analogy with oil: just as oil wells require ongoing investment to replace depleting reservoirs, AI hardware demands continual reinvestment in new chips and infrastructure. Chips, such as Nvidia’s GPUs, do not last forever; they need replacement every few years, especially under heavy workloads, which provides a steady demand for new hardware.