You can cherry pick the numbers in either direction technically - you can operate an LLM without a GPU to make the AI power usage really low, and you can play a game with only basic 2D visuals that has low power usage.
However, the ideal in both cases will fully utilize a high powered GPU, so it’s a wash. During the day my GPU is answering prompts using the Qwen 3.6 LLM, and at night it’s ray-tracing in Cyberpunk 2077. In both cases it’s using a ton of power, but in only one of those two scenarios is it actually producing anything of value.



Technically, yes.
“Make commits sporadically, using inexact terms, occasional typos and every once in a while, forget to include a file that then necessitates a follow-up commit of a single line that simply says ‘whoops’”