The AI Energy Argument Has Collapsed Into Two Separate Conversations

What looks like a single debate about AI's environmental cost is actually two separate disputes that share vocabulary without sharing a subject. Defenders of the buildout are arguing about attribution — whether AI specifically, or cloud architecture generally, is responsible for the data center expansion. Critics are arguing about consequence — whether the physical scale of what is being built is compatible with existing water and energy constraints. These two disputes have different answers, different remedies, and different responsible parties. The conversation has not fractured because one side is wrong.…