Is someone being stupid and that is just how they are a valid excuse or reasoning?

I feel everyone uses the they just don't know any better line, and they were stupid, or the that's just who they are line and I personally get put off my that
Is someone being stupid and that is just how they are a valid excuse or reasoning?
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