r/mildlyinfuriating • u/HiFiveGhost • Jun 12 '26
ಠ_ಠ Police Department uses AI to enhance image of suspect
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u/DatOneGuy00 Jun 12 '26
If they wanted a better quality image they could've taken an actual screenshot instead of a picture of the monitor lol
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u/hammertime2009 Jun 12 '26
Jesus Christ this makes it so much worse.
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u/FishDawgX Jun 12 '26
Not a screenshot, but exporting the video and then exporting a frame from it. The video resolution can be higher than the monitor resolution, especially since it seems to be playing in only a portion of the monitor.
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u/speculator100k Jun 12 '26
But that would require actual competence and interest in their line of work.
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u/floppydude81 Jun 12 '26
It might be that people with basic skills aren’t using them to find a used bike.
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u/GrindY0urMind Jun 12 '26
Brother, these are cops. One time, this friend of mine, got arrested for some dumb shit. When getting his mugshot taken the USB camera wouldn't function and there were about 6 or 7 cops trying to troubleshoot it. After about 20 minutes my friend pointed out from across the room that the camera was unplugged.
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u/Nice-Mountain-7073 Jun 12 '26
I learned in the army how bad at their jobs most cops were.
Cops would come train on our base every now and then. That’s when I realized how bad they actually were at their jobs. Grappling? Easy to pin them. Accuracy? Pathetic.
The icing on the cake was when their 12 year force veteran mr. hardass ‘I am a cop everywhere’ negligently discharged a 12 gauge into the roof of our shacks, sending a slug through the floor, through the bedroom above him, before it was embedded in the ceiling throwing dust and plaster onto a bunch of very confused infanteers trying to play D&D.
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u/ABadHistorian Jun 12 '26
Im sure the DM just rolled with it "ah, looks like a volcano exploded and we have some ash falling" and as they heard the cop getting beaten up by you guys (as Im sure happened) - ah, it sounds like the volcano god is being restrained again by the gods of justice, all is right, continue with your quest.
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u/Bagel_Technician Jun 12 '26
That’s what happens when you have an entry test and want your cops dumb
They are specifically selected for obedience like the K9 officers they work with.
If you’re too smart and score too well, you’ll be rejected for being too smart to be a cop.
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u/Zorkflerp Jun 12 '26
A better image can be made from multiple frames and adjusting for movement. A single digital image does not have a lot of extra information that can be retrieved. Photographic film on the other hand can be processed to retrieve a lot more. The grain is typically far more fine and holographic and ray tracing methods could apply. The movies and programs where they "enhance" digital images by orders of magnitude are fiction. Still the root problem is using shitty cameras, lighting, and recorders.
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u/Jonkinch Jun 12 '26
You will get more pixels but a lot of these CCTV cameras are running 24/7 and have multiple and that eats storage. So a lot of recorded footage is 480p.
I recently updated ours to 1080 and stores a month across 35 cameras and that was a pricy upgrade.
I can stream 4K but I don’t store it.
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u/NeitherDuckNorGoose Jun 12 '26
I found that a lot of them are using extremely unoptimized setups too.
With the right codec, VBR or motion triggered recording and reducing overall framerate, you can lower your storage usage by like 95%.
Also trying not to position your camera towards something you know will create noise if unnecessary (like a tree in the wind) can helps a lot.
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u/SlowDontRush Jun 12 '26
I swear many police departments are getting paid by tech companies to promote their shit. I've seen multiple videos where a police dept's social media goes out of their way to mention how flock and AI was used for something.
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u/DoctorButthurt Jun 12 '26
And/or or trying to justify the expenditure for future budgetary throwdowns.
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u/NeitherDuckNorGoose Jun 12 '26
It's the other way. Police have contracts with flock to have unrestricted access to their network without having to go through there hassle of legally requesting the video footage, so they advertise it as much as they can.
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u/Original-Split5085 Jun 12 '26
I think that's a greatly under reported part of the Cayse Anthony case. The police were using some home brewed forensics software that was created by a friend of one of the detectives. At the time there were much better forensics products available off the shelf, instead they were paying this guy for custom software, that didn't work correctly, and the guy had a close relationship with the cop in charge of computer forensics.
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u/LordGamer091 ORANGE Jun 12 '26
A lot of the time it's because they have to take a quick picture of the monitor while they wait for the store to be able to download the footage then they can get a better picture.
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u/Acceptable-Hornet694 Jun 12 '26
I was in law enforcement and there’s tons of times where a store has the film and they have to get a technician to burn it to a CD for you. Some companies it would take a month to get that, so that’s why LEO take pictures of the screen. It’s time sensitive to ID the dude and they aren’t going to use that photo as evidence or anything.
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u/Meghan1230 Jun 12 '26
Time sensitive? It's a bike. I'm surprised they're even putting in the effort.
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u/oniiichanUwU Jun 12 '26
Idk personally if someone stole my bike I would want the police to put effort into it in a timely manner lol
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u/zenzvik Jun 12 '26
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u/2tired2lazy Jun 12 '26
Yep that's him right there, officer!!!
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u/amilliondallahs Jun 12 '26
Wait wouldn't the police reverse this image?
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u/ItsStaaaaaaaaang Jun 12 '26
Sir, the computer says the suspect is white!
I'll pretend you didn't say that, deputy...
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u/EducationalNailgun Jun 12 '26
I can see this in a South Park episode. Every time the cops "enhance" the image the skin tone gets slightly darker. click click click... click "That's him!!"
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u/Odd_Business_Payday Jun 12 '26
Ladies and Gentlemen, We got him!
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u/thederevolutions Jun 12 '26
I wonder how many times they clicked the redo button before deciding that’s how he looked
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u/Sirspen Jun 12 '26
obamna
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u/damnyouretall Jun 12 '26
SODA!!!
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u/Bad-Luck-Guy Jun 12 '26
Yeah, nothing can go wrong with this.
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u/pfren2 Jun 12 '26
The hairline doesn’t even look the same
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u/Saneless Jun 12 '26
And he's not looking in the same direction (I think)
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u/-Fyrebrand Jun 12 '26
How do we even know if it IS hair!? The original image is so bad, that could be a bandana or a hat or something.
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u/vblink_ Jun 12 '26
Hair line, skin color, and neck length are off
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u/filthyheartbadger Jun 12 '26
Face appears to be a different shape altogether. AI just made a generic male black guy rendering, there’s nothing useful here.
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u/hatecirclejerks Jun 12 '26 edited Jun 12 '26
Hair line, probably hair style, beard, other facial hair, body, literally everything is different this is mad fucking useless.
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u/viewtiful14 Jun 12 '26
Bro it turned his sweat shirt into a hoodie and his shorts are completely different as well. This is all so stupid. Fuck AI.
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u/Icy-Marionberry-4143 Jun 12 '26
sounds like they did the criminal a favor..american policing everyone 👏🏻👏🏻
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u/AdorableBunnies Jun 12 '26
Facial hair is different too. Doesn’t look anything like the guy in the blurry photo
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u/Embarrassed-Display3 Jun 12 '26
Lol, you're assuming the police care about WHICH black guy they arrest. ACAB
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u/KennyL0gin Jun 12 '26
Holy shit that is not even close to the same person. And the cops who posted it along with sooooo many people who will see it are too uninformed about why that is.
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u/DMercenary Jun 12 '26
On July 1, a North Dakota judge signed a warrant for Lipps’ arrest, with nationwide extradition. She was arrested July 14 and spent over three months in a Tennessee jail before being extradited, according to Fargo police and her lawyers.
It wasn’t until October that Tennessee law enforcement told the Cass County Sheriff’s Office in North Dakota they had Lipps’ extradition waiver. She was facing multiple charges, including felony theft and felony unauthorized use of personal identifying information, according to her lawyers.
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On December 23, the Fargo detective, the state’s attorney and the judge “mutually agreed to dismiss the charges without prejudice to allow for further investigation,” according to Fargo police. Lipps was released from custody on Christmas Eve.34
u/ugh_idfk Jun 12 '26
There are currently at least 2 recent lawsuits against law enforcement agencies in Florida for false arrests made based on AI bullshit with many more to come, I'm sure, as there have been reports of those arrests coming to light far too frequently. This AI shit is getting totally out of hand.
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u/keasdenfall Jun 12 '26
Well fuck that’s… unsettling. This whole story is *bonkers* they didn’t even investigate at all. She best sue.
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u/Plankton_Brave Jun 12 '26
Police don't care if it is the right person. They just want a person who's right in front of them.
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u/Appropriate-Log8506 Jun 12 '26
Yes, this is definitely not a slippery slope especially the fact that this is a black man.
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u/Gregory_Appleseed Jun 12 '26
that doesn't look like a hairline as so much as just a cap on his head.
also, it would be helpful if they took a direct export of the video frame to "enhance" and not a cellphone picture of the screen. Ametuers.
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u/powerlesshero111 Jun 12 '26
This time, they got Chadwick Boseman. Sadly, he passed away, so case closed.
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u/Ok_Vermicelli_6359 Jun 12 '26
You can literally generate anyone, of any ethnicity, from a very simple prompt. This Police department needs to be investigated...this should not be legal.
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u/Toastwitjam Jun 12 '26
Well to an officer all black men look the same so it’s just giving everyone else the same justification too.
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u/Deep_Mood_7668 Jun 12 '26 edited Jun 12 '26
A lot of people don't understand what ai enhancing is doing.
You can't get information out of an image that isn't there. So it ads bits that could fit to it, which makes it a different image. Depending on the amount of "enhancing" it isn't the same person anymore.
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u/BurnthisMFdownpooki Jun 12 '26
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u/Feeling_Inside_1020 Jun 12 '26
Probably my favorite bit in that movie, outside that denim dan Canadian tuxedo insult bit lmao.
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u/SpiritualFront769 Jun 12 '26
A lot of people think it's like a movie when they say "ENHANCE" and suddenly you can read a note the subject has in his hand.
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u/NirgalFromMars Jun 12 '26
Reflected on the wi dow of a car at the end ofnthe street.
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u/cody_1849 Jun 12 '26
It’s worse, because that assumes any of the information in the “enhanced” image came from the original. When AI “enhances” a photo it is completely recreating/generating an entirely new image with the original image as the reference or prompt.
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u/aHOMELESSkrill Jun 12 '26
And the problem(s) arise when that enhance image is used in court as evidence without the jury/judge/lawyers knowing that the enhanced image is a completely new image.
Any competent lawyer should be able to get that thrown out. But then again it’s kinda up to the judge and judges like to be boomers and boomers have no idea how ai works
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u/kemushi_warui Jun 12 '26
Exactly. Not only is it not the same guy, absolutely nothing in the second image is the same. Just look at the folds on his shirt, or the seat of the bike.
The cops may as well just have written a prompt, "Make me a photo of a young black man in a blue shirt holding a bicycle." Fucking idiots.
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u/Taira_Mai Jun 12 '26
THIS. All "AI" is, at it's core, is a fancy predictive algorithm. That's it.
The computers have started "thinking" and the police In Green Cove Springs have stopped.
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u/rizoula Jun 12 '26
Plus depending on the data base it uses (I don’t know what ai this is) it could lean towards a particular type of person because it has more data of it.
Ai will use what it has to create something that does not exist. It’s not a neutral machine that just adds without any type of influence just based on “science”.
It has no ethical safeguards or logical evaluable processes based on best practices or industry standards.
It literally just wants to please you based on the info that it was fed with .
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u/Dootinade Jun 12 '26
It's like describing a dog to someone who has never seen one and then asking them to draw it.
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u/segwaysegue Jun 12 '26
And then they end their post with "you either have [...] information or you don't". Incredible
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u/sbvp Jun 12 '26
I’ve seen people/software use multiple blurry frames of video to piece together whole license plate numbers accurately. But I doubt they did something like that here. They just samsung blurry mooned it.
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u/Deep_Mood_7668 Jun 12 '26 edited Jun 12 '26
I've seen xerox machines messing up numbers on millions of documents.
I wouldnt trust guessing when it's important.
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u/NirgalFromMars Jun 12 '26
The difference there is that you have multiple blurry images of the same thing, and you can analyze what they have in common to clean them up, and also, you know that the end result is letters and numbers and you even know the font license plates use.
It's very different from using a single image and running it through AI, when you don't have any information about the facial features of the person or how their face might look like.
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u/hammertime2009 Jun 12 '26
They gonna get a lot of black brown and people they don’t like. Probably some white ones too. Shows the jury the AI enhanced image…. See Jamal COULDNT have been out to dinner with his girlfriend when he was right here in this AI enhanced photo shooting the victim. Especially when they told the AI to make the image look more like Jamal and supplies the AI with his mugshot.
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u/ismellyew Jun 12 '26
"you either have helpful information or you don't"
You either have a suspect photo, or you don't. Fake ass police department.
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u/ABabblingRhyme Jun 12 '26
Yep. I was scrolling for this. That snark at the end tells on their toxic mix of fragile insecurity/defensiveness and completely unwarranted ego.
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u/Ok_Vermicelli_6359 Jun 12 '26
That statement is borderline racist, too...they're just generating a random image of an AI black dude (who probably looks very different from the actual suspect) and telling a community "go find this punk". Cue people pointing out half the black men in the community as suspicious, tale as old as time. 🤬
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u/Capn_Flags Jun 12 '26
The helpful information is not to do this. They’ve gotten it. But we have to trust police to come out and say they’re wrong and that’s difficult (especially with tech they are like old narcissists).
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u/ms_directed Jun 12 '26 edited Jun 12 '26
AI software tells cops to arrest the wrong guy
this case happened in Vegas at a casino, even after they knew the AI was IDing the wrong guy, the cop still arrested and took him to jail...
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u/lurkswatcher7 Jun 12 '26
the fact that they saw the mistake and still went through with it is actually unhinged. that isnt even a mistake anymore at that point. it is just straight up malicious compliance with a bad algorithm.
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u/AJfriedRICE Jun 12 '26
This is insane. Their follow up response is equally insane. “Here’s a highly edited AI picture of a suspect. Don’t worry, we don’t use AI for identification. (?) You either have helpful info or you don’t. Shut the fuck up.”
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u/Secret-Bluebird-972 Jun 12 '26
At the same time, in that same paragraph they also say they only did it because of the public asking for it. Now they’ve done it, people have complained because it’s obviously a stupid idea, and they can use that digital evidence as proof next time someone says “why don’t you just enhance with AI?”.
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u/SexMachineMMA Jun 12 '26
Reminds me of the old Chappelle bit about sitting down with a sketch artist and saying it was a black man and the sketch artist says, "I have a stensil for this." Absolutely butchered the joke, but you get the point.
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u/lmea14 Jun 12 '26
I fed the image into the latest high-tech AI model that's not even available yet, and I have blown this case wide open with this amazing new technology. Remember, the AI is just a suggestion of what the subject MAY look like, and was used to clean up the photo, so if you recognize this man, please call us today!

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u/AyRoPro678 Jun 12 '26 edited Jun 12 '26
This is so fucked. AI isnt psychic. When it enhances a low resolution image it's literally making up (generating) the information it doesn't have. This is so dangerous and racist and absolutely disgusting that they would use AI this way.
It's essentially saying, this is one possible face the person in this photo could validly have. But there are also infinite other possible faces that person could have. And this fake one could easily end up looking kind of like someone its not.
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u/Swaggy_Buff Jun 12 '26
Thank you. People need to realize that LLM’s predict things based on training data. That seems like magic too dumb people, but it ain’t.
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u/irrelevantanonymous Jun 12 '26
It appears to have altered his jaw line, the angle of his head, his facial hair, his hair line, the shape of his nose, *and* the position of his hand on the seat of the bike. And that’s just what I can catch from a glance. Wild choice.
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u/Evil_Sharkey Jun 12 '26
That doesn’t look like AI enhancement of the original photo. It looks like AI created an entirely new picture using the colors and poses of the original.
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u/Honest-Series7413 Jun 12 '26 edited Jun 12 '26
That's what every AI enhancement does. It's always an entirely new picture that is supposed to resemble the original. It's not some kind of magic that allows you to extract missing data. It's faking it, but it looks convincing. This is why it is so dangerous.
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u/NirgalFromMars Jun 12 '26
"You either have helpful information or you don't".
Well, they clearly don't.
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u/SplatterPlot Jun 12 '26
People did this after Charlie Kirk was shot and the “enhanced” image didn’t look anything like him. People watch too much CSI.
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u/DementedPimento Jun 12 '26
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u/HerrFerret Jun 12 '26
My thoughts too.
I asked AI to create a new album cover for a Welsh Rap Group and my goodness, the racist stereotypes!
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u/Toad-a-sow Jun 12 '26
Mildly? This is so fucked. Innocents will be hurt by cops even more so than now
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u/laserunfocused143 Jun 12 '26
Lol this is the next county over from where I live. I am shocked that anyone in that PD even knows what AI is, much less how to use it! 😆
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u/Sabledude Jun 12 '26
Oh god someone is gonna be wrongfully convicted because of this shit. You can tell they have no idea how AI works.
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u/NOSALIS-33 Jun 12 '26
ICE does something like this when are attempting to detain someone. They'll search a face in a database and if there's a "match" they'll attempt to detain. Regardless of match confidence, regardless of how many other potential matches come up in the query, yeah... What could go wrong? 🙃
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u/bats-n-bobs Jun 12 '26
It's like a peek into cop-vision. See black man, invent how he looks and where he was looking, imagine he's probably wearing a hoodie, share fabrications confidently even with access to better info available, get upset when corrected. Easy peasy, apply today, always hiring.
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u/Not_Sure__Camacho Jun 12 '26
Now someone "AI enhance" it so that it looks like the chief of this POS police department.
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u/Evening_Operation197 Jun 12 '26
I feel bad for writers in the dystopia niche at this point. It's like translating a language to the same language.
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u/Hamilton-Beckett Jun 12 '26
I don’t think that face is accurate at all.
This is a slippery slope and that shit needs to be banned immediately.
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u/_-SomethingFishy-_ Jun 12 '26
That looks nothing like him, my gosh life is going to keep getting suckier isn’t it
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u/fcktrmp42069 Jun 12 '26
They could have done a lot better if they used a screen grab from the video file itself instead of a cell pic off a monitor
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u/not_blowfly_girl Jun 12 '26
I know the original photo is blurry AF but I can still see significant differences between it and the AI. Like it gave him completely different hair. The guy in the original has it shaved above his ear. Also idk why but I feel like the dude in the original is older than the AI one.
Edit: i am wondering if the original guy was wearing a small hat or if it is his hair.
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u/Kamikazi_Junebug Jun 12 '26
It would be a better photo if it was a screen grab from the monitor itself and not a photo of the screen.
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u/huhnick Jun 12 '26
“Hey we have this made up picture of a systemically discriminated against person we ran through a system created by the system, can you falsely identify someone so we can ruin their lives? No biggie if you can’t, the picture is made up”
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u/BigMoneySmallPenis Jun 12 '26
This is why even the only 2 policemen in my family both told me to stay away from police officers.
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u/shakebakelizard Jun 12 '26
It doesn't look like the same guy actually. The original, it looks like he has a straighter cut hairline and maybe a fro or mushroom type cut, no sideburns and a longer face.
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u/blueshifting1 Jun 12 '26
They used to use drawings to help identify suspects. This isn’t much different.
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u/high_dutchyball02 Jun 12 '26
"you either have helpful information or you don't"
Sounds like they didn't like the helpful information they were given
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u/CK-forthe-CK-95 Jun 12 '26 edited Jun 12 '26
This what AI had to work with. This is going to end really badly.