The joke suggests that optimists are positive-thinking because they don't know the reality of a situation. As we say, "ignorance is bliss".

I try aswering your question. a Well-informed person is one who knows a lot about different subjects or things. The more he knows, the more he worries. Although he was a optimist at the beginning, he turns out to be a pressimist due to having worried too much.