The Gulf of Tonkin incident being created by the US was a conspiracy theory until it wasn’t.
Not every “conspiracy theory” is wrong. Sometimes people in charge are actually trying to cover something up. It’s not insane to be skeptical of an official line until it’s backed up with proof.