During the 21st century, a symbiotic partnership has formulated between algorithmic progress at companies like Google, Microsoft and OpenAI, over the one particular hand, and the hardware innovations pioneered by infrastructure suppliers like Nvidia, on one other. These developments have created it possible to run ever-larger sized AI versions on e