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Environmental Costs On the other hand, we can’t ignore the environmental cost of AI itself. The training and operation of large AImodels consume enormous amounts of energy, contributing to increased power demands and, by extension, carbon emissions.
AI's Power Consumption Trends and Challenges AI's rapid advancement has led to an exponential increase in computational demands. Training complex AImodels, particularly deep learning models, requires significant computational power. This process can take weeks and consume enormous amounts of energy.
The Mechanics of Generative AI Generative Artificial Intelligence is powered by neuralnetworks. Two Generative AImodels are generative adversarial networks (GANs) and transformer-based models. GitHub Copilot: An AI code assistant enhancing code writing efficiency.
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