Looking over things like MKULTRA and the list of problematic experiments that have been committed in the name of science, it is easy to grasp why conspiracy theories form.
Yeah, at least we have IRBs today. The mid-20th century was an ugly time for that kind of thing: MKUltra, syphillis experiments, "here guys, look at the atomic blast, it's pretty!", and so on...