Green AI: Making Future Technologies Sustainable
Discover the latest insights in the ML Conference 2025 Whitepaper on Green AI. Learn how AI can be optimized to minimize environmental impact while maximizing efficiency. This comprehensive guide explores the balance between the immense resource demands of AI technologies and their potential to drive sustainability, efficiency, and transparency.
Table of Contents
- Introduction: Green AI and Sustainability
- Environmental Impact of AI
- The Cloud: Part of the Problem or Part of the Solution?
- Is Big Data the Answer?
- Expert Knowledge Remains Important
- Server vs. Edge Devices
- Sparsity and Pruning
- Hardware-Aware Neural Architecture Search
- Green AI and the EU AI Act
- Conclusion
