Facial-recognition is misfiring in pilots

Facial-recognition pilots in Nevada, Alberta and on a United Kingdom ferry route are producing arrests, outages and empty results instead of clean wins. (futurism.com) Facial recognition works by turning a face into a numeric template and comparing it with a watchlist, like checking a photo against a stack of mugshots in software. In Reno, Jason Killinger alleges that kind of system marked him as a “100 percent match” for a barred casino patron and led to a 12-hour arrest. (futurism.com) Futurism reported on April 12 that Killinger recently added the city of Reno to his lawsuit after federal Judge Miranda Du allowed that change. The suit says officer Richard Jager arrested Killinger after casino security detained him and accused him of using fake identification. (futurism.com) The amended complaint, as described by Futurism and the Reno Gazette Journal, says Reno failed to train officers on the legal use of facial-recognition tools and that the practice produced “thousands of unlawful arrests.” Killinger’s lawyers are seeking damages from both the officer and the city. (futurism.com) In Edmonton, police started a December 2025 proof-of-concept with facial-recognition body cameras from Axon Enterprise, using up to 50 officers for the rest of the month. The Edmonton Police Service said the cameras would run in “Silent Mode,” with no live alerts to officers, and trained staff would review any possible matches later. (edmontonpolice.ca) Edmonton police said the system compared faces captured on body-worn video with the service’s own mugshot database, including people with safety flags and people wanted for serious crimes such as murder, aggravated assault and robbery. The service said any resemblance notifications would be double-checked by trained officers before evaluation. (edmontonpolice.ca) That pilot also opened a fight with Alberta’s privacy commissioner, Diane McLeod, over whether police needed approval before starting. Biometric Update, quoting CBC, reported McLeod said there is “no exception” in Alberta law for pilots, while Edmonton police said the law required submission of a privacy impact assessment, not waiting for feedback. (biometricupdate.com) On the Dublin-to-Holyhead route, a February 2026 Home Office immigration pilot scanned thousands of ferry passengers over three days against a watchlist of 6,535 suspected immigration offenders and found no matches. The Detail reported the operation still led to two arrests, but the Home Office did not say whether those arrests came from the facial-recognition system. (thedetail.tv) The Detail said more than 10,000 faces have been scanned across the Holyhead trials since November, with watchlists ranging from 1,942 to 6,535 names and just two alerts overall. It also reported that the earlier six-day November pilot cost £50,000. (thedetail.tv) Police and border agencies are still pitching the systems as force multipliers. Edmonton police called the cameras a way to improve officer and public safety, and a Home Office spokesman said live facial recognition is an essential part of “safeguarding the integrity of the United Kingdom’s immigration system.” (edmontonpolice.ca) (thedetail.tv) Civil-liberties critics are focusing on the same numbers for the opposite reason. Olga Cronin of the Irish Council for Civil Liberties told The Detail that scanning more than 10,000 people with no connection to wrongdoing was not necessary or proportionate, while Calgary law professor Gideon Christian said Edmonton’s bodycam plan turns an accountability tool into a surveillance tool. (thedetail.tv) (biometricupdate.com) The next tests are no longer hypothetical. Reno’s case is moving through court, Edmonton’s police commission and chief’s committee are set to review the bodycam results, and the Holyhead numbers are now part of the record for a technology that keeps being sold as fast and precise. (futurism.com) (edmontonpolice.ca) (thedetail.tv)