I wouldn't trust Musk if he told me the sky was blue, given his track record and especially his love of trolling. As you note, that DOGE acronym isn't a coincidence.
(Also, no matter what Musk or Trump say now, Musk will have almost nothing to do with Trump's government other than to kowtow to him like the oligarchs do to Putin.)