No, but when he was working on it I bet he went about it scientifically. He didn't make mistakes, he just...found ways that didn't work, like Thomas Edison said.
I guess you're right that adults can make mistakes too, though. That's true. Not everyone's rational, some people really aren't capable of it. My mother was like that.