There's a good example of how fast, intuitive thinking often fails in "Thinking Fast and Slow" (referenced in the article):
A bat and ball cost $1.10. The bat costs $1 more than the ball. How much does the ball cost?
A bat and ball cost $1.10. The bat costs $1 more than the ball. How much does the ball cost?
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