Introduction Artificial Intelligence is driving an unprecedented expansion of digital infrastructure. As AI adoption accelerates, organizations are deploying more GPUs, expanding compute capacity, and building larger data centers to meet growing demand for low-latency, high-quality AI services. While users primarily care about performance and responsiveness, the environmental cost of delivering these experiences is becoming increasingly significant.