If you don't have enough knowledge and subsequent intuition, you won't realize that "fact" needs to be checked. You will be easy to manipulate.

In practice, you see that with non technical managers all the time. You see it when people just throw around smart sounding soundbite about history if you happen to know period well.

Many charizmatic confident people rely on others not checking what they talk about.