Eshear is the new CEO. This implosion is not his fault. His reputation is not destroyed.
He can rebuild the non-profit part, which is hard to determine success or failure anyway. Then, he will leave in a few years.
He doesn't seem to have much to lose by just focusing on rebuilding OpenAI.