Sustainable Artificial Intelligence
Sustainable Artificial Intelligence (AI) focuses on minimizing the environmental and social costs associated with developing and deploying AI systems, aiming for both ethical and ecologically responsible practices. Current research emphasizes reducing the energy consumption and carbon footprint of AI models, particularly through algorithmic optimizations in areas like speech recognition and reinforcement learning, and exploring more efficient training methods such as collaborative edge computing and continual learning. This field is crucial for mitigating the growing environmental impact of AI and ensuring its responsible integration into various sectors, driving innovation in both model design and deployment strategies.
Papers
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