The structural problem the Edmonton pilot exposes is not a rogue police department — it is a procurement pathway. Body cameras entered policing as a transparency measure, backed by civil liberties advocates who wanted officer conduct on record. Corsight AI's integration into that same hardware converts the transparency argument into its opposite: the same device that was supposed to document police behavior now documents every bystander's face within 13 feet. The public accepted the cameras under one premise; the software delivered a different one.