Sustainability: How AI is Reducing Energy Consumption in 2024
In the race to embrace artificial intelligence (AI) innovations, one challenge has stood out— energy consumption . The growing use of AI-driven models, especially large-scale ones like deep learning algorithms, demands massive amounts of energy for both computation and data storage. As industries strive to adopt AI, they also face increasing scrutiny for their environmental impact . In response, 2024 is seeing a shift towards more sustainable AI practices that focus on energy efficiency. This blog explores how AI advancements are being optimized for energy reduction and what that meansfor the future of sustainable technology. The Energy Problem with AI AI systems, particularly deep learning models , require extensive computing power to process vast datasets. Training these models can involve using thousands of GPUs (Graphics Processing Units) across multiple data centers, consuming significant electricity. Recent reports show that training a single large AI model can emit as much c...