Not a downvoter, but if you think that compiling from source means you don't have to trust anyone, then I encourage you to read a paper called "Reflections on Trusting Trust" by Ken Thompson.

It's a very famous computer science paper, pretty easy to read. Nothing niche or controversial. I'm sure you'll find it interesting.