The AI sector and its demand will push the energy industry and its infrastructure with new innovations, that's how I would see it. As long as the benefits outweigh the cost there will be attempts to push.
We already see:
1. Better, more efficient chips
2. New sources of energy
3. Increasingly beneficial applications
It is important to contexualize and look at the entire picture - bashing AI like a leftist-green caveman is pretty lazy mindset and option in my opinion.