No, he doesn’t. Twitter is formally owned by X Holdings, an LLC Musk set up. In the eyes of the law, Elon Musk and X Holdings are two separate entities, where one can file for bankruptcy and the other may not.

He’ll be liable only if he personally guaranteed the loans, but the details say otherwise.