The Secret Life of Chaos (BBC documentary)
youtube.com
youtube.com
What makes them chaotic is that they are exponentially sensitive to initial conditions (i.e. "the butterfly effect"). This means that a difference that might go undetected in the initial condition can cause a potentially large change to the final result.
Why are the still saying that? When I first read about deterministic chaos in the James Gleick book [1], I almost wept with joy and awe. It opened my eyes and made complete sense.
[1] Chaos: Making a New Science (http://en.wikipedia.org/wiki/Chaos:_Making_a_New_Science)