That is one AI CEO out of 10,000. Just because OpenAI may not be interested in a larger model in the short term doesn't mean nobody else won't pursue it.
It seems that to assume otherwise (the only way to improve is to get bigger) is to assume that OpenAI already has found the optimal architecture. That seems unlikely.