The force reports 79 arrests during its first three months of trial operations, alongside the eight incorrect alerts, and describes officer confirmation before intervention.

Robert Williams was wrongfully arrested in 2020 following an incorrect facial-recognition lead.

A lineup cannot be based only on the machine-generated lead, and that lead plus a resulting lineup identification cannot by themselves justify seeking an arrest warrant.

Police should report false alerts relative to all scans, incorrect alerts relative to all alerts, interventions that follow, and consequential errors discovered afterward.

For someone newly suggested as a suspect, resemblance must remain a lead until evidence independent of that resemblance supports the action that follows.