You do realize OpenAI survived for years without LLMs, right? There is still more AI research they can do as a lab even if they stop experimenting with LLMs.

I think they didnt have the amount of debt /negative cashflow as they do now.

That is on OpenAI Group PBC. If that bankrupts it doesn't bankrupt OpenAI, Inc.