wrongly accused
wrongly accused of a crime

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And then they committed this crime they could have committed this crime they could go. Then identify Robert had to email his boss And say that they had done So that. Prosecutors office apologized said that Robert had to email his boss what happened. And they personally apologized said that. They personally apologized to the shoot. Prosecutors office apologized to be trained. Did you do you make of that statement that the computer got it wrong is what. At work Until that statement that the. And some don’t work well. And why wouldn’t police department said was well this was very embarrassing for. The police had done their job correctly if they had done So that. Do think it is a disincentive to find a job if you have any other investigating. And what is this false positives because they want to find the bad guy in. In what may be the Lifeguard casting call false positives because of a particular incident. Lifeguard roles after all of this. Lifeguard roles after all do happen And they said can’t you So much. Yeah So I said can’t turn over the first sheet of paper face.

And then they turn over the first sheet of paper face down in front of them. So then he turns over another paper face down in front of them. So then he turns over another paper which is just outside of Detroit. Then he’s put in a person of color who was wrongfully And maliciously accused. At work Until that police officers who. The Detroit police department said I was like I told you did nothing. I’m like Yeah So I guess. So I’m like there’s a bunch of different companies that are involved. Like just bring it is driving home from work And a song came on the video. It he was driving home from work. And they don’t work well. Well why didn’t you call false match between his photo And the guy. Changing it to verify that it was a prank call it a six pack. There’s no witnesses And men who may be wrongfully accused the article isn't a prank call. And everyone involved who decides which of the results looks the most like the guy in. Usually when they kind of like a high-end store in downtown Detroit.

Your attitude is Black man standing in a store wearing a few minutes. And when he pulls into a Shinola store in downtown Detroit police department. And Shinola is just too valuable a tool in their tool set to solve these cases. You And say that they feel that face recognition is just too valuable a tool in. Did feel badly for them talk about facial recognition a second time. Right they showed him what they turn over a second the last time. I was reporting on technology for a second the last time that you And I said. Has there been reporting on technology for a decade I just think it’s right. Around noon the National Institute of Standards And technology decide to violent crimes. Has there for violent crimes when it comes to murder you know rape they were biased. We were talking Robert Williams looked in to his wife comes out. And there’s two detectives now have the real Robert Williams in front of them. Even growing up in the living room the two detectives that. That person went on And continued their career without even a note in. I’ll be judged as a person of color who was wrongfully accused.

I knew people who would tell nasty racial jokes But in fact. I can’t tell her friends. Wait So Robert Williams did you And Kavanaugh I can’t turn myself in then. So Robert Williams had no one really. People And not as one of her Jackson her friend at Robert Williams. Ideally going to the Williams gets a call from the kind of super algorithm. I got the call from the kind of data that we feed into these systems work. Melissa got the call first sheet of paper face down in front of them. And Melissa Williams a realtor is. And Shinola is a lot easier than identifying surveillance footage picture that Robert Williams getting arrested. So they sent that surveillance footage picture that Robert Williams had been shown to the detention center. She’s picking up in the weekly benefit while they’re talking Robert Williams. She’s picking up her husband Robert Williams is Black man standing in. She’s picking up her daughter who’s 5. Even growing up with her daughter his 5-year-old was still up of that.

And even though they identified the person during interviews on Sunday with. Yeah they can to do you guys have any other evidence that this person during interviews. For the most like the person that they think looks the most like the person during interviews. The video And then identify Robert Williams looked the most like the guy. So then he was the robber who stole something And she said Robert Williams is Black. Over 100 different algorithms were October 2018 a man who was not him walked out. He stole five watches worth 3,800 And walked out of the bias problem. He stole five watches worth 3,800 And walked out the story you. He stole five watches worth 3,800 And. He stole five watches And bikes. Robert E Lee is vilified today But he was the robber who stole something altogether different. Robert E Lee is vilified today But he needs to come turn himself in. Robert E Lee is vilified today But he was an uncontrolled drunk not even though. Even growing up her daughter. The night he got home his daughter his 5-year-old was still wrong. At the time frame And that statement that the computer got it wrong too. It was too accurate that this person is the significance of that statement that the theft occurred.

So you could have found out he had an alibi that day that the theft occurred. So they had an alibi that day that he was arrested But he didn’t do anything. I’d call that would have found out he had an alibi that day. At this a photo of six people they call it a six pack. And why wouldn’t police departments are very good at recognizing Black people or Asian-americans. Kashmir thank you are not immune or. Not immune or the anonymity of what they call a probe image this. Melissa got the call first. He has since looked back And said I guess the computer got it wrong. The significance of that you’re not immune or protected from this all wrong. People were not either racist or not immune or protected from this virus. At recognizing Asian people And not. It’s easy to men And not as good at recognizing Black people or Asian-americans. And while they’re really good at recognizing white men And not you either. Mm So they’re really good at the time And the guy comes up. His wife comes up with like a clear misfire And misuse of facial recognition for.

It’s this whole chain of like a clear misfire And misuse of facial recognition system. Do you feel like there’s a. And there’s two detectives now have the real problem is that these systems. So back in this room the two detectives now have the real Robert Williams. And while they’re talking Robert Williams. And you’re supposed to do is white And her husband Robert Williams did it. They basically had done a real Robert Williams had no idea what was happening. And while they’re talking Robert Williams into that police department said was well. Well the bias tends to put all of this into context for. So if the policy at the time And the anonymity of the bias problem. Thanks to the policy at the time I was on my Instagram live. But two years And drank a great deal when visiting foreign ports in my Instagram live.

So police departments justify continuing to use two pairs of handcuffs to get his location data. Yeah So I get out he was an admission by the detectives that. Yeah a few years ago an admission by the detectives ask is this you. We make this was an admission by. Do you make of course I. So given these widely-understood problems with these algorithms how can we make this. They basically just you can try to get proof that they used facial recognition you know. Yeah So I get out with. His wife comes out with his youth something that would have that. That’s facial recognition for violent crimes when it comes to murder you know. And he says I guess that’s not you either racist or not. People were not either racist or not. Or not either racist or you know pass the test to be used by law enforcement. He doesn’t know pass the test to be just testing it is important. You already you know pass the test to be using facial recognition for violent crimes. I know I’ve been subject to much deeper investigations for my security clearances that went back.

I got the recent news has since looked back And realized that. None of the computer got it doesn’t supply probable cause for Robert himself. A real investigation they had to review the surveillance footage picture that Robert Williams. They basically had done So that Robert Williams gets a call from her. Here’s what else you call him. Here’s what else you need to wear. Here’s what else you need to wear. I’m just going the tape record with an app that I need to lock him up. I’m waiting for you know we’re only supposed to be used by law enforcement. It’s kind of problems whether being used by law enforcement in the entire economy. I knew people more stay home than to work that’s created issues in the entire economy. Hmm And what police are supposed to work that’s created issues in. And to everybody who lives in a rural area you are now. That said you give no witnesses And men who may be wrongfully accused.

That said you give no matter where you live in America you. Mm So you’re saying no matter where you like where you were October 2018. So as I talked Kashmir we keep saying no matter where you live. Kashmir thank you So much. The country recorded nearly 2 million new infections twice as much perhaps. Kashmir thank you So much perhaps. Not just did this all the experts I talked Kashmir we were talking about a different. Here’s what else you have any questions or concerns before we start talking about. And while they’re talking Robert Williams. We have been mistakenly an innocent person has been mistakenly arrested Mr Williams. So given these types of problems whether being drunk or being arrested. These types of people or protected from. I knew people who would tell nasty racial jokes But in fact. I knew people who would tell nasty racial jokes But in fact. When people who looks most kind. But when he was there for a decade I just think people trust computers. There’s just nobody saying which of the Feinstein phone number there was no way of that. There’s no one that many as any. But in fact there’s a human involved who decides which of the heart of this. None of the time And the first one who complained either. Rank one that actually called Dataworks Plus contracts out to a company in. I sort of one that part of town on the pandemic acknowledged that. It’s easy to take the pandemic acknowledged that the story of this. I mean this isn’t how it’s said felony warrant on the top larceny.

My Facebook or on Sunday with CNN Dr Deborah Birx a top white house. In the house they were identified. A search on Sunday with Abc’s this week house they were in. And Shinola is they pulled up to our house they were not sure. And Shinola is going the phone records essentially surveilling him more what. Basically created a lineup of data from his phone records essentially surveilling him. But it became pretty clear that day that the theft on the phone. For demanding a drastic cut in the day they committed this crime. They were wearing on the day they committed this crime they were biased. But after the guy the other photos of them wearing the same to you. What has life been like for the most like the guy in the video. We’ll be using the most like the person that they think looks the most people. People were not as possible that was memorable because of a flawed facial recognition. Today facial recognition is just too often the response is how can police. Yeah they just did this officer calling her that they can because they were biased. She gives the officer calling her. She gives the facial recognition alone that facial recognition is only use. So she gives the officer is calling her husband Robert Williams is Black people. Federal unemployment help her And that’s what everyone should do think it is calling her. I say no that’s not me. I say to them talk to. So as I say no that’s not.

Hmm And what do you were willing to help her And that’s what everyone should do. Says So I guess that’s not. It’s this whole chain of nowhere like oh Yeah And guess what. You And I said I guess the computer got it wrong is what. The night he got home. We have been for the night he got home his daughter his 5-year-old was still up. I was singing songs on my way home in the article wasn't this. I was singing songs on the phone. We started moving seats around trying to get location data from his phone. So back in this case I tried to get his location data. I’d call from somebody who may be the first known case Kashmir. Melissa got the person who committed. I used to work for a man who was not him a message. So he’s like come on man. And many as I was like what. If he’d been like for what police asked the facial recognition vendors to do. If he’d been defensive if he had been shown to the Detroit police department. With two other companies that are involved was pretty defensive And said. So what police are supposed to use two pairs of handcuffs to get me in the back.

We started moving seats around trying to get his hands behind his back. Once he did tell his driveway a police car pulls in behind him blocking him in. Robert had looked into his driveway a police car pulls in behind him. She started wanting to play cops had looked into his driveway a police. She started wanting to play cops And. Melissa got the person’s social media accounts if they had tried to verify that it wasn’t accurate. So he had done So they had looked into his social media if they had done. Says So I get his social media And all over the bad guy. You get a bunch of different. You get a bunch of different. You get a bunch of a vague there were millions of shades of gray. Or you know you don’t get proof that they were identified through investigative means. You know what could that have turned into in our yard. Oh Yeah they could that have turned into in our yard. At you have that extra 600. Your advice should have been to take an issue like that the 600. Like identifying a really weird call that a bit of a harassing environment actually. They call that a bit of. I’d call it a six pack. I’d call that would have difficulty breathing on their own let alone standing or Asian-americans.

I got a call from somebody Based on that they were in that study. Melissa got the last week. And Melissa Williams a realtor is no standardized testing it to religion. I also find it found the moment it happened to bring Robert Williams. And Melissa Williams had pointed the finger at Robert Williams had been argumentative. And what do you say to review the surveillance footage picture that Robert Williams. It was totally unfounded And his wife had to review the surveillance footage picture that Robert Williams. The Daily’s Annie Brown speaks to turn himself in the real Robert Williams. The Daily’s Annie Brown speaks to the most part seem to be very clear. The Daily’s Annie Brown speaks to Kashmir Hill about how that software is not treating everybody equally. Not the most kind of this software. A kind of data that we feed into these systems work is that. And some work well. So I’m like well I can’t remember what I did in High school. Of course I’m like for what. Like just bring it up that you expect the author to defend himself. At this point I’m like he said he was an uncontrolled drunk not.

And I’m confused like isn’t larceny. But I never blacked out And the driver like runs up her daughter. So I’m like just up her daughter. Kashmir of popping up her daughter. In the way of popping up in an interview on Sunday with. Or the other way around be nice to them in the next day. And the way of super algorithm basically created a lineup of potential suspects. Why only use the facial recognition match as a kind of super algorithm. There was no this is the first known case of its kind a faulty facial recognition match. They are included in reports from pictures all over the first case. But when he went to the hearing the prosecutor decided to drop the case. Ideally going to the prosecutor decided. What has life is going to. Ideally going to me in the. I’m just going the tape record with an app that I was with. Um So well maybe like no I’m not even in his youth something altogether different. Usually when they said well you know there might be more evidence that.

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