From the 21st century, a symbiotic relationship has formulated between algorithmic progress at companies like Google, Microsoft and OpenAI, on the one particular hand, and also the hardware innovations pioneered by infrastructure vendors like Nvidia, on one other. These developments have designed it possible to run ever-larger sized AI designs on a