During the twenty first century, a symbiotic marriage has developed involving algorithmic breakthroughs at organizations like Google, Microsoft and OpenAI, about the just one hand, as well as the hardware innovations pioneered by infrastructure providers like Nvidia, on the opposite. These developments have created it feasible to run ever-bigger AI