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      AI is playing a crucial role in energy efficiency and sustainability. Energy efficiency in LLM inference has improved 100,000× in the past 10 years, demonstrating that accelerated computing can be sustainable. AI applications are projected to save 4.5% of energy demand by 2035 across industry, transportation, and buildings sectors.​
      AI-powered Building Energy Management Systems (BEMS) are achieving remarkable results, with offices saving up to 37% on energy bills, residential buildings seeing 23% savings, and schools achieving 21% efficiency improvements.

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