The story of AI for the last three years has been written in megawatts. Nvidia GPUs stacked in desert data centers. Models with trillion-parameter counts. APIs that pipe your prompts, photos, and personal data to the cloud, burn a forest of electricity to process them, and return an answer 800ms...