Whenever people use those words by themselves, it sounds like they don't have much information but are trying to form some conversation anyway.

Centralization and its opposite are extremely general concepts. You can't have a conversation about them because they mean nothing without specific context. Adding "the internet " or "the web" doesn't help because they're very vague too. It's like talking about "drinks" versus "not-drinks".