Aluminum production is one of the largest electricity consumers out there, much larger than AI.

True in fact. Aluminum manufacturing is responsible for roughly 2% of global greenhouse gas emissions, and if you add in metal manufacturing as a whole it comes up to 11%. Refining ore is very energy-intensive.