AI Energy Consumption: How Much Power Does AI Use?
Summary
Analysis of AI's electricity and water consumption, carbon footprint, and the disparity between big tech sustainability claims and actual infrastructure growth.
Key quotes
A single AI query uses roughly 10 times more electricity than a traditional Google search.
Somewhere between 80-90% of AI's total energy consumption now comes from inference, meaning answering your actual queries, not training the models in the first place.
A single 100-word AI prompt uses approximately 500 milliliters of water when you factor in cooling requirements.
The article provides a detailed breakdown of the energy costs associated with different types of AI outputs, from text to video. It further examines the social and economic impact of data center expansion, specifically challenging the narrative of job creation in rural areas.