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In summary, the MLDS 2025 keynote illuminated the transformative potential of AI in advancing sustainable, energy-efficient buildings. Through practical applications, thoughtful risk management, and phased adoption, the industry is well-positioned to realize a future where autonomous buildings help combat climate change while enhancing occupant comfort. The collective effort of technologists, facility managers, policymakers, and all stakeholders will be vital to harness AI's full potential and achieve a greener, smarter world.