It looks like profitability will come when research costs drop. But that will also probably mean that the moat goes away, and the gap between frontier models and open source goes away.

In which case, the people being profitable won't be the generic big LLM companies. It'll be the people who use the LLMs, or (maybe) specialized AI companies that still have a niche and moat.