It says they "shed new light" on the "genesis and workings of Colossus", which is considered by many to be the first digital computer. Its existence was kept largely secret until the early 2000s.
It's not just the raw AI GPU costs, but the associated costs of expanding xAI's new Colossus supercomputer in terms of building it, powering it, and cooling the vast array of AI servers.