It's not a matter of knowledge, it's a matter of resources. It takes billions of dollars of hardware to train a SOTA LLM and it's increasing all the time. You cannot possibly hope to compete as an independent or small startup.

Presumably, the hardware to run this level of model will be democratized within the timeframe of the parent comment.