They aren't off the hook, legally at least. You can't transfer all the assets of a company and just let the empty shell retain the liabilities...that's straight up fraud.
That is a fact!
You can also not merge through Equity swaps or whatever if you have such an big dept unpaid and do not invite these investors to the table because you are no longer the owners of the equity.