Solution: Just Do More Testing, Right?
Wrong! (The Sun is going to burn out)
We actually over-test many systems. Our testing is simply too ad hoc and brute-force. This is equivalent to repeatedly pulling the same ball from the urn.
Testing must be applied intelligently and must be goal-based