In particular, LIGO researchers purposefully inject false signals in to their data to test the sensitivity of their analysis techniques and to keep people honest. Only a handful of people know when the fake signals are injected, and they reveal that information only at the very end of the process, after researchers have gone through all the checks to validate a signal.

That's really clever.