Humans find it really hard dealing with fuzzy concepts. Just because we can make a firm decision based on partial information doesn't mean it's sound. See, for example, "framing" in political discussion, "priming", confidence tricks, psychology of gambling, etc.

The interesting thing to build in an AI is not reasoning but motivation.