The artificial intelligence boom has created unprecedented pressure and anxiety in the energy industry. The public and private sector alike are expending enormous amounts of effort trying to quantify the amount of electricity that will be needed to power data centers in the near future, and get ahead of the skyrocketing energy demands headed for our already outdated and beleaguered electric grids. But the answer to the energy monster that AI is unleashing could very well lie in the application of AI tools.