AI models, especially large generative models like GPT-3, are typically trained on large clusters of power-hungry servers housed in warehouse-scale data centers. For example, even after adopting the industry’s best practices to curb AI’s resource usage, AI models at Google have taken up about 10 to 15 percent of its total energy consumption. As a result, AI has a huge hidden environmental cost.