Investments in AI startups are rising, but so is their power consumption. Data centers could use 4% of global electricity by 2026. Powering AI demand also has significant water usage. Efforts to optimize AI energy consumption include using efficient hardware, cloud services, and advanced cooling techniques. Neuromorphic computing offers a promising energy-efficient alternative.