This can happen for any number of reasons: the prosecution may have misevaluated the case, the defense may have presented compelling evidence against a True Bill, witnesses who testified at the grand jury may not have been credible; the list goes on. All of these reasons ultimately boil down to one thing: the grand jury determined that based on the evidence presented to them, probable cause did not exist to believe the accused was criminally responsible.