"If OpenAI had a sound business plan and was on strong financial footing, they'd have IPO'd."

This is a fallacious assertion, there are so many big private companies with strong businesses that stay private for a whole variety of reasons. E.g. Stripe, Revolut, Databricks, etc.

You're letting your bias leak out here.