From content generation to protein folding, the world’s dependency on artificial intelligence has moved beyond experimentation into the critical infrastructure of knowledge, commerce, and public systems. This shift is no longer conceptual. Large Language Models, diffusion engines, real-time surveillance frameworks, and inferencing applications are placing a measurable strain on electricity demand, and that strain is expanding.
