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Generative AI has evolved beyond simple chatbots that can generate generic images and texts based on prompts to sophisticated productivity tools that can deliver real impact in society across medicine, education, computing, and more. However, these come at an incredible expense, especially considering the technology's negative implications on the environment, with an exorbitant demand for cooling and electricity.