I don’t understand the “chips designed for AI workloads” sentiment I hear all the time. Llms were designed using Gpus. The hardware already exists, so what will

I don’t understand the “chips designed for AI workloads” sentiment I hear all the time. Llms were designed using Gpus. The hardware already exists, so what will make it use less energy in a world where Gpus over the last decade have only become bigger, hotter, more power hungry hardware? If we could develop Llm on anything less we probably would have shifted back to Cpus already.