This Article challenges claims to a trade secret evidentiary privilege in criminal proceedings. The developers of new automated criminal justice technologies often claim that details about how the tools work are trade secrets that cannot be disclosed to criminal defendants and their attorneys, even under a protective order. Reasoning from the perspective of evidence law, I argue that privileging trade secrets overprotects intellectual property and is harmful, ahistorical, and unnecessary.