Well, that depends. Very inefficient code tends to only be used when absolutely needed. If an LLM becomes ten times faster at answering simple prompts, it may very well be used a hundred times more as a result, in which case electricity use will go up, not down. Efficiency gains commonly result in doing way more with more, not more with less.