Having your own hardware to run LLMs will pay dividends. Despite getting off on the wrong foot, I still believe Google is best positioned to run away with the AI lead, solely because they are not beholden to Nvidia and not stuck with a 3rd party cloud provider. They are the only AI team that is top to bottom in-house.