I don't really follow this objection. Determining the actual energy usage of AI training+inference is something that is an objective reality. Whether you hate it or love it doesn't change these facts.

I think LLM training is objectively bad for the environment (uses countries worth of power). I am aware than my marginal usage wouldn't change things much either way, but I don't want to encourage them regardless.

Uses countries worth of power?

Training a single LLM takes a few dozen fully loaded transatlantic passenger aircraft trips worth of power.

For "counties worth of power" I think you might be talking ALL data center use as a whole.