The Environmental Cost of AI: Understanding the Carbon Footprint of Large Language Models
Training GPT-4 consumed an estimated 50 GWh of electricity. Running inference for billions of daily queries consumes even more. As AI becomes ubiquitous, its environmental footprint demands honest accounting.
7 min read Feb 10, 2026