Original: The bean machine, also known as the quincunx or Galton box, is a device invented by Sir Francis Galton to demonstrate the central limit theorem and the normal distribution.
Simplified: Overlaying Pascals triangle onto the pins shows the number of different paths that can be taken to get to each pin.