Post-it Notes exist because a 3M scientist accidentally created a weak, reusable adhesive in 1968 while trying to develop a super-strong adhesive for aerospace applications.
This flying wind turbine surprised drivers in China until viewed from an alternate angle to see it was just a floating blimp generating electricity.