Grandmother spent six months in jail after AI facial recognition misidentified her

[midian182]

WTF?! Facial recognition systems aren't always accurate, and the consequences of these mistakes can be severe. One of the worst instances of AI getting things wrong is the case of Angela Lipps, a Tennessee grandmother who spent six months in jail after the technology linked her to a North Dakota bank fraud investigation.

A team of US Marshals arrested 50-year-old Lipps in Tennessee at gunpoint last July while she was babysitting four young children, writes InForum. She was booked into the county jail in Tennessee as a fugitive from justice from North Dakota.

But Lipps had never been to North Dakota in her life, and bank records later confirmed she was more than 1,200 miles away at the time of the alleged crime.

Lipps remained in a Tennessee jail for nearly four months without bail while awaiting extradition. She was charged with four counts of unauthorized use of personal identifying information and four counts of theft.

Fargo police records obtained by WDAY News show that the arrest was the result of an investigation into bank fraud cases in April and May 2025.

Image credit: Matt Henson / WDAY

Detectives reportedly reviewed surveillance video of a woman using a fake US army military ID to withdraw tens of thousands of dollars. By using facial recognition software, the detectives identified the woman as Lipps.

One of the investigators compared Lipps' Tennessee driver's license and social media images to the suspect. The conclusion was that she appeared to match the real criminal based on facial features, body type and hairstyle.

Lipps said no one from the Fargo police department contacted her before the arrest. She was held in a Tennessee county jail for 108 days before being transported to North Dakota.

Lipps' attorney, Jay Greenwood, requested her bank records, which proved she had been buying cigarettes and depositing Social Security checks in Tennessee at the time police said the fraud occurred in Fargo.

Lipps was released from jail on Christmas Eve. She was stranded in Fargo with no money, coat, or way to get home.

Local defense attorneys gave Lipps money to pay for a hotel room and food on Christmas Eve and Christmas Day. A local non-profit, the F5 Project, helped her return to Tennessee.

As she could not pay her bills from jail, Lipps has lost her home, her car and even her dog. She said no one from the Fargo police department has even apologized for what happened.

This is far from an isolated case. There have been several instances of Americans wrongfully arrested as a result of facial recognition incorrectly identifying them and detectives failing to check alibis or carry out further confirmation checks.

In 2020, Robert Williams was arrested after his driver's license photo was flagged as a likely match to a man seen stealing designer watches from a store in 2018. During questioning, Williams was told he was being arrested based solely on the results of a facial recognition lineup. Williams was innocent, the city of Detroit later agreed to pay him $300,000, and Detroit stopped making arrests based only on facial recognition software results.

AI doesn't just misidentify people. In October, a high school student was swarmed by police after an AI thought the Doritos bag he was holding was a gun.

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Grandmother spent six months in jail after AI facial recognition misidentified her

 

[CBTex]

Governmental immunity should be waived in these cases. The government agents involved should also be held personally liable. Maybe if their personal assets are at stake, they’ll be a little more careful about wrongfully arresting someone.

 

[BlackyNoir]

Governmental immunity should be waived in these cases. The government agents involved should also be held personally liable. Maybe if their personal assets are at stake, they’ll be a little more careful about wrongfully arresting someone.

While I agree with the sentiment, in practice it would mean people with money and connections are even more protected because they can go after you with way more means, and can afford years long procedures.

 

[gamerk2]

And *this* is why Bail Reform is necessary, because otherwise innocent people sit behind bars for months to years awaiting trail for crimes they didn't commit (often obviously so).

 

[Endymio]

Despite the clickbait headline, the facial recognition software merely forwarded the potential hit to investigators, who themselves examined the photos and decided to proceed with charges. We have many hundreds of such wrong-identity arrests each year, none of which have anything to do with AI

And *this* is why Bail Reform is necessary, because otherwise innocent people sit behind bars for months to years awaiting trail for crimes they didn't commit (often obviously so).

"Bail reform" in practice results in those guilty of violent crimes being immediately released to commit more mayhem and murder. The real problem here is a grand jury system issuing arrest warrants based on nothing more than facial similarity, with no other corroborating evidence. Given how easily photos and videos can now be generated to match anyone, this is the real problem that needs immediate attention.

 

[Kirby1]

Despite the clickbait headline, the facial recognition software merely forwarded the potential hit to investigators, who themselves examined the photos and decided to proceed with charges. We have many hundreds of such wrong-identity arrests each year, none of which have anything to do with AI

"Bail reform" in practice results in those guilty of violent crimes being immediately released to commit more mayhem and murder. The real problem here is a grand jury system issuing arrest warrants based on nothing more than facial similarity, with no other corroborating evidence. Given how easily photos and videos can now be generated to match anyone, this is the real problem that needs immediate attention.

Clear you know essentially nothing about the issues with the bail system, and assume everyone who is arrested is guilty even tho this article is literally about the opposite.

Most people that go to jail go for non violence crimes. Many states still lock people up for smoking weed. Idk how anyone could read this article and then immediately defend it like this. It's actually disgusting. I think you need to read the article again too, because clearly you missed a lot of important details. More reading comprehension needed here. Don't bother replying to me, I muted you.

And *this* is why Bail Reform is necessary, because otherwise innocent people sit behind bars for months to years awaiting trail for crimes they didn't commit (often obviously so).

She was held without bail. No amount of money would have gotten her out.

Overall, this is a terrifying case not just because the mistakes but because of how long it took and how devistating it was. She better get a MAJOR settlement. They let a computer algorithms destroy this woman's life with no other evidence at all.

 

[Endymio]

Clear you know essentially nothing about the issues with the bail system...

I freely admit your superior knowledge of being arrested and bailed out.

...and assume everyone who is arrested is guilty. She was held without bail. No amount of money would have gotten her out.

The purpose of the grand jury system is to ensure no one is charged without sufficient evidence. That didn't happen here.

And you're confused on the legalities here. She was denied bail because she was awaiting extradition to another state. The problem here is that state took months to actually retrieve her. Once she was actually in ND, the charges against her were dropped within 5 days.

Again: the true issue here isn't "AI". It's that a person can be charged and arrested based on nothing more than a rough facial similarity.

Idk how anyone could read this article and then immediately defend it like this. It's actually disgusting.. More reading comprehension needed here.

Agreed; you failed reading comprehension entirely. I'm not defending this situation; I am strongly criticizing it. But unlike yourself, I'm criticizing it for the right reasons.

You also failed to comprehend not only my post, but the article itself. No "computer algorithm" destroyed her life. That happened because investigators brought charges based on one absurdly slender piece of evidence.

 

[Aranarth]

"Bail reform" in practice results in those guilty of violent crimes being immediately released to commit more mayhem and murder. The real problem here is a grand jury system issuing arrest warrants based on nothing more than facial similarity, with no other corroborating evidence. Given how easily photos and videos can now be generated to match anyone, this is the real problem that needs immediate attention.

You got any proof of that?
Go do the research and show your results.

I bet if you looked into why we need bail reform you would find the exact opposite of what you state.

Bail is precisely there to allow you mount a defense because you are INNOCENT until PROVEN guilty..
This is one reason why "the land of the free" is also the most imprisoned per capita.

 

[GABulldog]

I watched a video of this a few days ago and this was basic failure in police investigations. The detectives in this case failed at their jobs to actually do an investigation, to make sure this was the person they were looking for. They assumed this was the person based on AI recognition software, not even thinking twice that the software could be wrong. After it was proven they were wrong and the woman lost everything, they didn't even apologize. In fact the woman couldn't get back home to Tennessee because she had no money. They didn't even lift a finger to help her knowing they were wrong, she had to get help from her defense attorney and a non-profit. A case like this, she has every right to sue and win.

 

[BbN48]

Lack of human intelligence will always remain a problem no matter how much AI we get.

 

[Melkor Unlimited]

Lack of human intelligence will always remain a problem no matter how much AI we get.

No matter how good the A.I. became
It is still beaten by Natural Stupidity.

 

[ScottSoapbox]

Another highlight of the failure of AI and the failure of our judicial system for poor people.

If grandma had enough money to hire an attorney she would have been out in a business day or two rather than rotting in prison for months waiting for the system to work as promised.

 

[wiyosaya]

IMO, the failure isn't in the AI, its in the police procedure that did not specify that when using AI for suspect identification, the identification MUST be verified by a human or humans since AI is well-known to make mistakes. The police F'd up big time in this case, IMO.

This woman should sue the f'ing crap out of the agency that arrested her without making the slightest effort to verify her identity.

IMO, there needs to be a law to prevent this kind of thing regardless of how "big government" opponents feel.

It could be anyone of us to suffer the same kind of fate.

 

[Str8Shot]

Thomas Paine wrote it best: "Government, even in its best state, is but a necessary evil; in its worst state, an intolerable one."

 

[mbk34]

It seems like a horror story but it doesn't strike me as difficult to improve the system by weighting results to see which matches were in the area and if they had a criminal record (ideally for a similar crime). Maybe also include how many times this persons record has shown up on searches. Finally and most importantly, you'd have someone with some sense examine the evidence on each to see if anyone is worth questioning.

 

[MasterAce]

Idiolution 2026

 

[Endymio]

You got any proof of that?
Go do the research and show your results.

"Research"? How about real world outcomes?

"Repeat offender kills Ohio man just days after nonprofit pays his bail"

or

"a Tren de Aragua gang member — freed without bail after an attempted murder in New York — was re-arrested for drug trafficking and released again, before he was finally arrested and held for sex trafficking a minor..."

or my favorite:

"A NY mom of three was executed in front of her kids less than 24 hours after her estranged husband was sprung from jail on no bail over a caught-on-camera beatdown she’d posted to her Facebook page in a desperate plea for help. The shocking case has sparked fresh outrage to New York’s no-cash-bail laws..."

There are literally thousands more ... so common that they're rarely reported by the media any more, except in particular horrific cases.

 

[gamerk2]

"Research"? How about real world outcomes?

"Repeat offender kills Ohio man just days after nonprofit pays his bail"

or

"a Tren de Aragua gang member — freed without bail after an attempted murder in New York — was re-arrested for drug trafficking and released again, before he was finally arrested and held for sex trafficking a minor..."

or my favorite:

"A NY mom of three was executed in front of her kids less than 24 hours after her estranged husband was sprung from jail on no bail over a caught-on-camera beatdown she’d posted to her Facebook page in a desperate plea for help. The shocking case has sparked fresh outrage to New York’s no-cash-bail laws..."

There are literally thousands more ... so common that they're rarely reported by the media any more, except in particular horrific cases.

Two points:

1: No-cash bail (or bail, period) should only apply to non-violent/non-risk-of-violence offenders, or those deemed a flight risk. There's always exceptions of course, but that works both ways. But jailing everyone indefinitely because they *might* turn violent, while waiting indefinitely for a trail date, is against the very core concepts of our judicial system.

2: Theoretically speaking: If the person in question was a multi-billionaire and could afford to pay bail, how would that be any different? All bail does is ensure the poor remain locked up, while the wealthy remain free, without taking into account who should/shouldn't be locked up pending trail (see my above point).

 

[Endymio]

1: No-cash bail (or bail, period) should only apply to non-violent/non-risk-of-violence offenders, or those deemed a flight risk.

In practice it doesn't work out like that, as I've shown above. I also reject your assertion that non-violent crimes are less heinous than all violent crimes. Would you rather a man punch you in the nose or steal your life's savings?

Another more relevant question for you: what would have been the better outcome for this woman -- to be arrested, then receive bail and fly back home to await trial ... or to never be arrested in the first place? The investigators failed to do their jobs, period.

More than one million people each year in the US skip bail and fail to show up in court -- some 20-25% of all cases. What you propose would make that exponentially worse.

2: Theoretically speaking: If the person in question was a multi-billionaire and could afford to pay bail, how would that be any different? All bail does is ensure the poor remain locked up, while the wealthy remain free,

I can list literally thousands of wealthy individuals denied bail -- OJ Simpson, Jeffrey Epstein, Bernie Madoff, or P Diddy, to name just a few.

 

[RudyBob]

This is not your Gram.

 

[DrSuess]

These law enforcement tools are useless if they are accompanied by law enforcement that has common sense. This is as bad as the people that blindly follow GPS off a cliff or into a body of water.

 

[scoffer]

Jeeez........you poor Yanks. The land of the free doesn't sound so free nowadays. No nastiness intended. Imagine if the poor old girl couldn't have actually proven that it wasn't her. I hope and trust that she sues for millions. Sounds like a potential pro bono case.
Having said that, the UK is not far behind......locking up old ladies for tweeting something that upset someone....FFS.

 

[Loadedaxe]

There are a few things wrong here, and the bail narrative should be removed from this conversation as it does not apply in this situation. She was held without bond due to an extradition order, plain and simple.

First, the judge in North Dakota failed miserably by not reviewing the evidence in the case. Any judge exercising sound judgment would not have allowed this to happen.

Second, the judge in Tennessee also failed by allowing her to be arrested based on nothing more than “that’s her,” relying on facial recognition software without stronger supporting evidence.

Third, she should have never been held that long in Tennessee, There needs to be a time limit by the issuing agency.

I agree that something needs to be done in situations like this. Average citizens should not be arrested randomly on very weak evidence. However, this issue has nothing to do with bail reform, it starts at the beginning of the process. We need to rethink and rewrite how arrest warrants are issued so innocent people are not arrested to begin with.

This is about improving the warrant process and protecting innocent citizens, not about allowing criminals to go free on signatures.

You guys really need to learn to look at the whole picture instead of spouting simple minded answers and narratives. This is about improving the warrant process and protecting innocent citizens, not about letting criminals walk free.

 

[jpvalverde85]

There is no "sorry, mistake" on this cases, they have to compensate the losses, period.

 

[Liranan]

Just wait till Peter 'I want to drone my opponents (critics) with drones' gets his hands on all of this data.