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Courts routinely accept police K9 alerts as probable cause in narcotics searches. Using Bayesian simulations, we demonstrate that the likelihood of finding contraband after a K9 alert frequently falls below acceptable probable cause thresholds, commonly below 5% in suspicionless contexts and rarely exceeding 30% where the officer establishes reasonable suspicion. Furthermore, racial disparities and handler bias exacerbate these inaccuracies, undermining constitutional legitimacy. These findings demand recalibrating evidentiary standards and policies governing police K9 use.