As the age of IT and software gives way to AI, there are declarations of how AI is eating software. It seems that new emerging titans like OpenAI and their LLMs - which are built on colossal amounts of data and powered by new kinds of software algorithms called transformers - are taking over. However, it s actually hardware that is again emerging as the dominant species in the AI age.