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<html lang="en" itemId="https://www.nytimes.com/2019/08/01/nyregion/nypd-facial-recognition-children-teenagers.html" itemType="http://schema.org/NewsArticle" itemScope="" class="story" xmlns:og="http://opengraphprotocol.org/schema/">
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<title data-rh="true">She Was Arrested at 14. Then Her Photo Went to a Facial Recognition Database. - The New York Times</title>
<meta data-rh="true" itemprop="inLanguage" content="en-US"/><meta data-rh="true" property="article:published" itemprop="datePublished dateCreated" content="2019-08-01T17:15:31.000Z"/><meta data-rh="true" property="article:modified" itemprop="dateModified" content="2019-08-02T09:30:23.000Z"/><meta data-rh="true" http-equiv="Content-Language" content="en"/><meta data-rh="true" name="robots" content="noarchive"/><meta data-rh="true" name="articleid" itemprop="identifier" content="100000006583622"/><meta data-rh="true" name="nyt_uri" itemprop="identifier" content="nyt://article/9da58246-2495-505f-9abd-b5fda8e67b56"/><meta data-rh="true" name="pubp_event_id" itemprop="identifier" content="pubp://event/47a657bafa8a476bb36832f90ee5ac6e"/><meta data-rh="true" name="description" itemprop="description" content="With little oversight, the N.Y.P.D. has been using powerful surveillance technology on photos of children and teenagers."/><meta data-rh="true" name="image" itemprop="image" content="https://static01.nyt.com/images/2019/08/01/nyregion/01nypd-juveniles-promo/01nypd-juveniles-promo-facebookJumbo.jpg"/><meta data-rh="true" name="byl" content="By Joseph Goldstein and Ali Watkins"/><meta data-rh="true" name="thumbnail" itemprop="thumbnailUrl" content="https://static01.nyt.com/images/2019/08/01/nyregion/01nypd-juveniles-promo/01nypd-juveniles-promo-thumbStandard.jpg"/><meta data-rh="true" name="news_keywords" content="NYPD,Juvenile delinquency,Facial Recognition,Privacy,Government Surveillance,Police,Civil Rights,NYC"/><meta data-rh="true" name="pdate" content="20190801"/><meta data-rh="true" property="og:url" content="https://www.nytimes.com/2019/08/01/nyregion/nypd-facial-recognition-children-teenagers.html"/><meta data-rh="true" property="og:type" content="article"/><meta data-rh="true" property="og:title" content="She Was Arrested at 14. Then Her Photo Went to a Facial Recognition Database."/><meta data-rh="true" property="og:image" content="https://static01.nyt.com/images/2019/08/01/nyregion/01nypd-juveniles-promo/01nypd-juveniles-promo-facebookJumbo.jpg"/><meta data-rh="true" property="og:description" content="With little oversight, the N.Y.P.D. has been using powerful surveillance technology on photos of children and teenagers."/><meta data-rh="true" property="twitter:url" content="https://www.nytimes.com/2019/08/01/nyregion/nypd-facial-recognition-children-teenagers.html"/><meta data-rh="true" property="twitter:title" content="She Was Arrested at 14. Then Her Photo Went to a Facial Recognition Database."/><meta data-rh="true" property="twitter:description" content="With little oversight, the N.Y.P.D. has been using powerful surveillance technology on photos of children and teenagers."/><meta data-rh="true" property="twitter:image" content="https://static01.nyt.com/images/2019/08/01/nyregion/01nypd-juveniles-promo/01nypd-juveniles-promo-videoSixteenByNineJumbo1600.jpg"/><meta data-rh="true" property="twitter:image:alt" content=""/><meta data-rh="true" property="twitter:card" content="summary_large_image"/><meta data-rh="true" property="article:section" itemprop="articleSection" content="New York"/><meta data-rh="true" property="article:tag" content="Police Department (NYC)"/><meta data-rh="true" property="article:tag" content="Juvenile Delinquency"/><meta data-rh="true" property="article:tag" content="Facial Recognition Software"/><meta data-rh="true" property="article:tag" content="Privacy"/><meta data-rh="true" property="article:tag" content="Surveillance of Citizens by Government"/><meta data-rh="true" property="article:tag" content="Police"/><meta data-rh="true" property="article:tag" content="Civil Rights and Liberties"/><meta data-rh="true" property="article:tag" content="New York City"/><meta data-rh="true" name="CG" content="nyregion"/><meta data-rh="true" name="SCG" content=""/><meta data-rh="true" name="CN" content="experience-tech-and-society"/><meta data-rh="true" name="CT" content="spotlight"/><meta data-rh="true" name="PT" content="article"/><meta data-rh="true" name="PST" content="News"/><meta data-rh="true" name="url" itemprop="url" content="https://www.nytimes.com/2019/08/01/nyregion/nypd-facial-recognition-children-teenagers.html"/><meta data-rh="true" name="msapplication-starturl" content="https://www.nytimes.com"/><meta data-rh="true" property="al:android:url" content="nytimes://reader/id/100000006583622"/><meta data-rh="true" property="al:android:package" content="com.nytimes.android"/><meta data-rh="true" property="al:android:app_name" content="NYTimes"/><meta data-rh="true" name="twitter:app:name:googleplay" content="NYTimes"/><meta data-rh="true" name="twitter:app:id:googleplay" content="com.nytimes.android"/><meta data-rh="true" name="twitter:app:url:googleplay" content="nytimes://reader/id/100000006583622"/><meta data-rh="true" property="al:iphone:url" content="nytimes://www.nytimes.com/2019/08/01/nyregion/nypd-facial-recognition-children-teenagers.html"/><meta data-rh="true" property="al:iphone:app_store_id" content="284862083"/><meta data-rh="true" property="al:iphone:app_name" content="NYTimes"/><meta data-rh="true" property="al:ipad:url" content="nytimes://www.nytimes.com/2019/08/01/nyregion/nypd-facial-recognition-children-teenagers.html"/><meta data-rh="true" property="al:ipad:app_store_id" content="357066198"/><meta data-rh="true" property="al:ipad:app_name" content="NYTimes"/>
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animation-4hu8jm{0%{-webkit-transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);}33.33%{-webkit-transform:translate(0px,0px) scale(1,0.9) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.9) translate(0px,0px);transform:translate(0px,0px) scale(1,0.9) translate(0px,0px);}100%{-webkit-transform:translate(0px,0px) scale(1,0.1) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.1) translate(0px,0px);transform:translate(0px,0px) scale(1,0.1) translate(0px,0px);}}@keyframes animation-4hu8jm{0%{-webkit-transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);}33.33%{-webkit-transform:translate(0px,0px) scale(1,0.9) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.9) 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animation-1wqz2f4{0%{-webkit-transform:translate(0px,0px) translate(0px,0px) translate(0px,15px);-ms-transform:translate(0px,0px) translate(0px,0px) translate(0px,15px);transform:translate(0px,0px) translate(0px,0px) translate(0px,15px);}33.33%{-webkit-transform:translate(0px,0px) translate(0px,0px) translate(0px,10px);-ms-transform:translate(0px,0px) translate(0px,0px) translate(0px,10px);transform:translate(0px,0px) translate(0px,0px) translate(0px,10px);}100%{-webkit-transform:translate(0px,0px) translate(0px,0px) translate(0px,30px);-ms-transform:translate(0px,0px) translate(0px,0px) translate(0px,30px);transform:translate(0px,0px) translate(0px,0px) translate(0px,30px);}}@-webkit-keyframes animation-yl3z84{0%{-webkit-transform:translate(11.329999923706055px,0px) scale(1,0.85) translate(-11.329999923706055px,0px);-ms-transform:translate(11.329999923706055px,0px) scale(1,0.85) translate(-11.329999923706055px,0px);transform:translate(11.329999923706055px,0px) scale(1,0.85) 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translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.85) translate(-22.670000076293945px,0px);}33.33%{-webkit-transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);-ms-transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);}100%{-webkit-transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);-ms-transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);}}@keyframes animation-nc39ev{0%{-webkit-transform:translate(22.670000076293945px,0px) scale(1,0.85) translate(-22.670000076293945px,0px);-ms-transform:translate(22.670000076293945px,0px) scale(1,0.85) translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.85) translate(-22.670000076293945px,0px);}33.33%{-webkit-transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);-ms-transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);}100%{-webkit-transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);-ms-transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);}}@-webkit-keyframes animation-amd09y{0%{-webkit-transform:translate(22.670000076293945px,0px) translate(-22.670000076293945px,0px) translate(0px,15px);-ms-transform:translate(22.670000076293945px,0px) translate(-22.670000076293945px,0px) 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style="text-align:center;height:100%;display:block;min-height:250px"><div id="top" class="place-ad" data-position="top"></div></div></div><span itemProp="hasPart" itemscope="" itemType="http://schema.org/WebPageElement"><meta itemProp="isAccessibleForFree" content="False"/><meta itemProp="cssSelector" content=".meteredContent"/></span><div><header class="css-llk6mt euiyums4"><div id="sponsor-wrapper" class="css-1hyfx7x"><div id="sponsor-slug" class="css-19vbshk"><p>Supported by</p></div><div class="ad sponsor-wrapper" style="text-align:center;height:100%;display:block"><div id="sponsor" class="" data-position="sponsor"></div></div></div><div class="css-11n4cex euiyums3"></div><div class="css-1vkm6nb ehdk2mb0"><h1 itemProp="headline" class="css-1s4ffep e1h9rw200" id="link-2df79d6c"><span>She Was Arrested at 14. Then Her Photo Went to a Facial Recognition Database.</span></h1></div><p class="css-1ifw933 e1wiw3jv0">With little oversight, the N.Y.P.D. has been using powerful surveillance technology on photos of children and teenagers.</p><div class="css-79elbk" data-testid="photoviewer-wrapper"><div class="css-z3e15g" data-testid="photoviewer-wrapper-hidden"></div><div data-testid="photoviewer-children" class="css-1a48zt4 ehw59r15"><figure class="sizeMedium layoutVertical css-1ox9jel" aria-label="media" role="group" itemscope="" itemProp="associatedMedia" itemID="https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-articleLarge.jpg?quality=90&amp;auto=webp" itemType="http://schema.org/ImageObject"><div class="css-bsn42l"><span class="css-1dv1kvn">Image</span><img alt="“It’s very disturbing to know that no matter what I’m doing at that moment, someone might be scanning my picture to try to find someone who committed a crime,” said Bailey, who pleaded guilty to an assault that occurred when she was 14." class="css-11cwn6f" src="https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-articleLarge.jpg?quality=75&amp;auto=webp&amp;disable=upscale" srcSet="https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-articleLarge.jpg?quality=90&amp;auto=webp 600w,https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-jumbo.jpg?quality=90&amp;auto=webp 683w,https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-superJumbo.jpg?quality=90&amp;auto=webp 1366w" sizes="((min-width: 600px) and (max-width: 1004px)) 84vw, (min-width: 1005px) 60vw, 100vw" itemProp="url" itemID="https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-articleLarge.jpg?quality=75&amp;auto=webp&amp;disable=upscale"/></div><figcaption itemProp="caption description" class="css-17ai7jg emkp2hg0"><span aria-hidden="true" class="css-8i9d0s e13ogyst0">“It’s very disturbing to know that no matter what I’m doing at that moment, someone might be scanning my picture to try to find someone who committed a crime,” said Bailey, who pleaded guilty to an assault that occurred when she was 14.</span><span itemProp="copyrightHolder" class="emkp2hg2 css-1nwzsjy e1z0qqy90"><span class="css-1ly73wi e1tej78p0">Credit</span><span><span class="css-1dv1kvn">Credit</span><span>Sarah Blesener for The New York Times</span></span></span></figcaption></figure></div></div><div class="css-acwcvw epjyd6m0"><div class="css-pdw9fk epjyd6m1"><div class="css-1txwxcy ey68jwv0"><a href="https://www.nytimes.com/by/joseph-goldstein" class="css-uwwqev"><img alt="Joseph Goldstein" title="Joseph Goldstein" src="https://static01.nyt.com/images/2018/07/16/multimedia/author-joseph-goldstein/author-joseph-goldstein-thumbLarge.png" class="css-1rjmmt7 ey68jwv2"/></a><a href="https://www.nytimes.com/by/ali-watkins" class="css-uwwqev"><img alt="Ali Watkins" title="Ali Watkins" src="https://static01.nyt.com/images/2019/02/20/multimedia/author-ali-watkins/author-ali-watkins-thumbLarge.png" class="css-1rjmmt7 ey68jwv2"/></a></div><div class="css-1baulvz"><p class="css-1nuro5j e1jsehar1" itemProp="author" itemscope="" itemType="http://schema.org/Person">By<!-- --> <a href="https://www.nytimes.com/by/joseph-goldstein" class="css-1riqqik e1jsehar0"><span class="css-1baulvz" itemProp="name">Joseph Goldstein</span></a> and <a href="https://www.nytimes.com/by/ali-watkins" class="css-1riqqik e1jsehar0"><span class="css-1baulvz last-byline" itemProp="name">Ali Watkins</span></a></p></div></div><ul class="css-1w5cs23 epjyd6m2"><li><time class="css-rqb9bm e16638kd0" dateTime="2019-08-01">Aug 1, 2019</time></li><li class="css-6n7j50"><div class=""><div role="toolbar" aria-label="Social Media Share buttons, Save button, and Comments Panel with current comment count" class="css-d8bdto" data-testid="share-tools"><ul class="css-y8aj3r"><li class="css-60hakz"><a href="https://www.facebook.com/dialog/feed?app_id=9869919170&amp;link=https%3A%2F%2Fwww.nytimes.com%2F2019%2F08%2F01%2Fnyregion%2Fnypd-facial-recognition-children-teenagers.html&amp;smid=fb-share&amp;name=She%20Was%20Arrested%20at%2014.%20Then%20Her%20Photo%20Went%20to%20a%20Facial%20Recognition%20Database.&amp;redirect_uri=https%3A%2F%2Fwww.facebook.com%2F" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><svg class="css-4brsb6" viewBox="0 0 7 15" width="7" height="15"><path fill-rule="evenodd" clip-rule="evenodd" d="M4.775 14.163V7.08h1.923l.255-2.441H4.775l.004-1.222c0-.636.06-.977.958-.977H6.94V0H5.016c-2.31 0-3.123 1.184-3.123 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class="css-exrw3m evys1bk0"><em class="css-2fg4z9 e1gzwzxm0">[What you need to know to start the day: </em><a class="css-1g7m0tk" href="https://www.nytimes.com/newsletters/newyorktoday?module=inline" title=""><em class="css-2fg4z9 e1gzwzxm0">Get New York Today in your inbox</em></a><em class="css-2fg4z9 e1gzwzxm0">.]</em></p><p class="css-exrw3m evys1bk0">The New York Police Department has been loading <!-- -->thousands of arrest photos of children and teenagers<!-- --> into a facial recognition database despite evidence the technology has a higher risk of false matches in younger faces. </p><p class="css-exrw3m evys1bk0">For about four years, internal records show, the department has used the technology to compare crime scene images with its collection of juvenile mug <!-- -->shots<!-- -->, the photos that are taken at an arrest. Most of the photos are of teenagers, largely 13 to 16 years old, but children as young as 11 have been included. </p><p class="css-exrw3m evys1bk0">Elected officials and civil rights groups said the disclosure that the city was deploying a powerful surveillance tool on adolescents — whose privacy seems sacrosanct and whose status is protected in the criminal justice system — was a striking example of the Police Department’s ability to adopt advancing technology with little public scrutiny.</p><p class="css-exrw3m evys1bk0">Several members of the City Council as well as a range of civil liberties groups said they were unaware of the policy until they were contacted by The New York Times. </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">Police <!-- -->Department officials defended the decision, <!-- -->saying it was just the latest evolution of a longstanding policing technique: using arrest photos to identify suspects.</p><p class="css-exrw3m evys1bk0">“I don’t think this is any secret decision that’s made behind closed doors,” the city’s chief of detectives, Dermot F. Shea, said in an interview. “This is just process, and making sure we’re doing everything to fight crime.” </p><p class="css-exrw3m evys1bk0">Other cities have begun to debate whether law enforcement should use facial recognition, which relies on an algorithm to quickly pore through images and suggest matches. In May, <a class="css-1g7m0tk" href="https://www.nytimes.com/2019/05/14/us/facial-recognition-ban-san-francisco.html?module=inline" title="">San Francisco blocked city agencies, including the police</a>, from using the tool amid unease about potential government <!-- -->abuse<!-- -->. <a class="css-1g7m0tk" href="https://www.nytimes.com/2019/07/08/us/detroit-facial-recognition-cameras.html?module=inline" title="">Detroit is facing public resistance to a technology </a>that has been shown to have lower accuracy with people with darker skin. </p><p class="css-exrw3m evys1bk0">In New York, the state Education Department recently told the Lockport, N.Y., <!-- -->school district to delay a plan to use facial recognition on students, citing privacy concerns. </p><p class="css-exrw3m evys1bk0">“At the end <!-- -->of the day, it should be banned — no young people,” said <!-- -->Councilman Donovan Richards<!-- -->, a Queens Democrat who heads the Public Safety Committee, which oversees the Police Department. </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">The department said its legal bureau had approved using facial recognition on juveniles. <a class="css-1g7m0tk" href="https://www.nytimes.com/2019/06/09/opinion/facial-recognition-police-new-york-city.html?module=inline" title="">The algorithm may suggest a lead, but detectives would not make an arrest based solely on </a><a class="css-1g7m0tk" href="https://www.nytimes.com/2019/06/09/opinion/facial-recognition-police-new-york-city.html?module=inline" title="">that</a>, Chief Shea said.</p></div><aside class="css-o6xoe7"></aside></div><div class="css-79elbk" data-testid="photoviewer-wrapper"><div class="css-z3e15g" data-testid="photoviewer-wrapper-hidden"></div><div data-testid="photoviewer-children" class="css-1a48zt4 ehw59r15"><figure class="css-jcw7oy e1g7ppur0" aria-label="media" role="group" itemProp="associatedMedia" itemscope="" itemID="https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-articleLarge.jpg?quality=90&amp;auto=webp" itemType="http://schema.org/ImageObject"><div class="css-1xdhyk6 erfvjey0"><span class="css-1ly73wi e1tej78p0">Image</span><img alt="Dermot Shea, the city&amp;rsquo;s chief of detectives, said investigators would not arrest anyone based solely on a facial recognition match." class="css-1m50asq" src="https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-articleLarge.jpg?quality=75&amp;auto=webp&amp;disable=upscale" srcSet="https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-articleLarge.jpg?quality=90&amp;auto=webp 600w,https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-jumbo.jpg?quality=90&amp;auto=webp 1024w,https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-superJumbo.jpg?quality=90&amp;auto=webp 2048w" sizes="((min-width: 600px) and (max-width: 1004px)) 84vw, (min-width: 1005px) 60vw, 100vw" itemProp="url" itemID="https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-articleLarge.jpg?quality=75&amp;auto=webp&amp;disable=upscale"/></div><figcaption itemProp="caption description" class="css-1l44abu e1xdpqjp0"><span aria-hidden="true" class="css-8i9d0s e13ogyst0">Dermot Shea, the city&rsquo;s chief of detectives, said investigators would not arrest anyone based solely on a facial recognition match.</span><span itemProp="copyrightHolder" class="css-vuqh7u e1z0qqy90"><span class="css-1ly73wi e1tej78p0">Credit</span><span>Chang W. Lee/The New York Times</span></span></figcaption></figure></div></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">Still, facial recognition has not been widely tested on children. Most algorithms are taught to “think” based on adult faces, and there is growing evidence that they do not work as well on children. </p><p class="css-exrw3m evys1bk0">The National Institute of Standards and Technology<!-- -->, which is part of the Commerce Department and <a class="css-1g7m0tk" href="https://nvlpubs.nist.gov/nistpubs/ir/2018/NIST.IR.8238.pdf" title="" rel="noopener noreferrer" target="_blank">evaluates facial recognition </a><a class="css-1g7m0tk" href="https://nvlpubs.nist.gov/nistpubs/ir/2018/NIST.IR.8238.pdf" title="" rel="noopener noreferrer" target="_blank">algorithms</a> for accuracy, recently found the <!-- -->vast majority of more than 100 <!-- -->facial recognition <!-- -->algorithms had a higher rate of mistaken matches among children. The <!-- -->e<!-- -->rror rate was most pronounced in young children but was also seen in those aged 10 to 16.</p><p class="css-exrw3m evys1bk0">Aging poses another problem:<!-- --> The appearance of children and adolescents can change <!-- --> drastically as bones stretch and shift, altering the underlying facial structure. </p><p class="css-exrw3m evys1bk0">“I would use extreme caution in using those algorithms,” said <!-- -->Karl Ricanek Jr.<!-- -->, a computer science professor and <!-- -->co-founder of the Face Aging Group at the University of North Carolina-<!-- -->Wilmington<!-- -->. </p><p class="css-exrw3m evys1bk0">Technology that can match an image of a younger teenager to a recent arrest photo may be less effective at finding the same person even one or two years later, he said. </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0"> “The systems do not have the capacity to understand the dynamic changes that occur to a child’s face,” Dr. Ricanek said. </p><p class="css-exrw3m evys1bk0">Idemia<!-- --> and <!-- -->DataWorks Plus<!-- -->, the two companies that provide facial recognition software to the Police Department, did not respond to requests for comment. </p><p class="css-exrw3m evys1bk0">The New York Police Department can take arrest photos of minors as young as <!-- -->11<!-- --> who are charged with a felony, depending on the severity of the charge. </p><p class="css-exrw3m evys1bk0">And in many cases, the department keeps the photos for years, making facial recognition comparisons to what may have effectively become outdated images. There are photos of 5,500 individuals in the juvenile database, 4,100 of whom are no longer 16 or under, the department said. Teenagers 17 and older are considered adults in the criminal justice system. </p><p class="css-exrw3m evys1bk0">Police officials declined to provide statistics on how often their facial recognition systems provide false matches, or to explain how they evaluate the system’s effectiveness.</p><p class="css-exrw3m evys1bk0">“We are comfortable with this technology because it has proved to be a valuable investigative method,” Chief Shea said. Facial recognition has helped lead to thousands of arrests of both adults and juveniles, the department has said. </p><p class="css-exrw3m evys1bk0">Mayor Bill de Blasio had been aware the department was using the technology on minors, said Freddi Goldstein, a spokeswoman for the mayor. </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">She said the Police Department followed “strict guidelines” in applying the technology and City Hall monitored the agency’s compliance with the policies. </p><p class="css-exrw3m evys1bk0">The Times learned details of the department’s use of facial recognition by reviewing documents posted online earlier this year by <a class="css-1g7m0tk" href="https://www.flawedfacedata.com/#footnote5" title="" rel="noopener noreferrer" target="_blank">Clare Garvie, a senior associate</a><a class="css-1g7m0tk" href="https://www.flawedfacedata.com/#footnote5" title="" rel="noopener noreferrer" target="_blank"> at the Center on Privacy and Technology at Georgetown Law</a>. Ms. Garvie received the documents as part of an open records lawsuit. </p><p class="css-exrw3m evys1bk0">It could not be determined whether other large police departments used facial recognition with juveniles because very few have written policies governing the use of the technology, Ms. Garvie said. </p><p class="css-exrw3m evys1bk0">New York detectives rely on a vast network<!-- --> of surveillance cameras throughout the city to provide images of people believed to have committed a crime. Since 2011, the department has had a dedicated unit of officers who use facial recognition to compare those images against millions of photos, usually mug shots. The software proposes matches, which have led to thousands of arrests, the department said. </p><p class="css-exrw3m evys1bk0">By 2013, top police officials were meeting to discuss including juveniles in the program, the documents reviewed by The Times showed. </p><p class="css-exrw3m evys1bk0">The documents showed that the juvenile database had been integrated into the system by 2015. </p><p class="css-exrw3m evys1bk0">“We have these photos. It makes sense,” Chief Shea said in the interview. </p><p class="css-exrw3m evys1bk0">State law requires that arrest photos be destroyed if the case is resolved in the juvenile’s favor, or if the child is found to have committed only a misdemeanor, rather than a felony. The photos also must be destroyed if a person reaches age 21 without a criminal record. <!-- --> </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">When children are charged with crimes, the court system usually takes some steps to prevent their acts from defining them in later years. Children who are 16 and under, for instance, are generally sent to Family Court, where records are not public. </p><p class="css-exrw3m evys1bk0">Yet including their photos in a facial recognition database runs the risk that an imperfect algorithm identifies them as possible suspects in later crimes, civil rights advocates said. A mistaken match could lead investigators to focus on the wrong person from the outset, they said. </p><p class="css-exrw3m evys1bk0">“It’s very disturbing to know that no matter what I’m doing at that moment, someone might be scanning my picture to try to find someone who committed a crime,” said Bailey, a 17-year-old Brooklyn girl who had admitted guilt in Family Court to a group attack that happened when she was 14. She said she was present at the attack but did not participate. </p><p class="css-exrw3m evys1bk0">Bailey, who asked that she be identified only by her <!-- -->last name<!-- --> because she did not want her juvenile arrest to be public, has not been arrested again and is now a student at John Jay College of Criminal Justice. </p><p class="css-exrw3m evys1bk0">R<!-- -->ecent studies indicate that people of color, as well as children and women, have a greater risk of misidentification than their counterparts, sai<!-- -->d <!-- -->Joy Buolamwini<!-- -->, <!-- -->the founder of the Algorithmic Justice League and graduate researcher at the M.I.T. Media Lab<!-- -->, who has examined how human biases are built into artificial intelligence. </p><p class="css-exrw3m evys1bk0">The racial disparities in the juvenile justice system are stark: In New York, black and Latino juveniles were charged with crimes at far higher rates than whites in 2017, the most recent year for which numbers were available. Black juveniles outnumbered white juveniles <a class="css-1g7m0tk" href="https://www.criminaljustice.ny.gov/crimnet/ojsa/jj-reports/newyorkcity.pdf" title="" rel="noopener noreferrer" target="_blank">more than 15 to 1</a>.</p><p class="css-exrw3m evys1bk0">“If the facial recognition algorithm has a negative bias toward a black population, that will get magnified more toward children,” Dr. Ricanek said, adding that in terms of diminished accuracy, “you’re now putting yourself in unknown territory.”</p></div><aside class="css-o6xoe7"></aside></div><div class="css-1soubk3 epkadsg3"><div class="css-15g2oxy epkadsg2"><div class="css-2b3w4o e16ij5yr6"><a class="css-1g7m0tk" href="https://www.nytimes.com/2019/06/09/opinion/facial-recognition-police-new-york-city.html?action=click&amp;module=RelatedLinks&amp;pgtype=Article"><div class="css-i9gxme e16ij5yr4"><div class="css-14b9hti e16ij5yr5">Opinion | James O’Neill</div><div class="css-1j8dw05 e16ij5yr2">How Facial Recognition Makes You Safer</div><time class="css-rqb9bm e16638kd0" dateTime="2019-06-09">Jun 9, 2019</time></div><div class="css-1vm5oi9 e16ij5yr0"><img src="https://static01.nyt.com/images/2019/06/07/opinion/sunday/07Oneill/07Oneill-threeByTwoSmallAt2X.jpg" class="css-32rbo2 e16ij5yr1"/></div></a></div><div class="css-2b3w4o e16ij5yr6"><a class="css-1g7m0tk" href="https://www.nytimes.com/2019/06/07/opinion/lockport-facial-recognition-schools.html?action=click&amp;module=RelatedLinks&amp;pgtype=Article"><div class="css-i9gxme e16ij5yr4"><div class="css-14b9hti e16ij5yr5">Opinion | Jim Shultz</div><div class="css-1j8dw05 e16ij5yr2">Spying on Children Won’t Keep Them Safe</div><time class="css-rqb9bm e16638kd0" dateTime="2019-06-07">Jun 7, 2019</time></div><div class="css-1vm5oi9 e16ij5yr0"><img src="https://static01.nyt.com/images/2019/06/07/opinion/07shultz-privacy/07shultz-privacy-threeByTwoSmallAt2X.jpg" class="css-32rbo2 e16ij5yr1"/></div></a></div></div></div></section><div class="bottom-of-article"><div class="css-1ubp8k9"></div><div class="css-wg1cha"><div class="css-19hdyf3 e1e7j8ap0"><div><p>Joseph Goldstein writes about policing and the criminal justice system. He has been a reporter at The Times since 2011, and is based in New York. He also worked for a year in the Kabul bureau, reporting on Afghanistan. <span class="css-4w91ra"> <a href="https://twitter.com/JoeKGoldstein" class="css-1rj8to8" rel="noopener noreferrer" target="_blank"><span class="css-0">@</span>JoeKGoldstein</a> </span></p></div></div><div class="css-19hdyf3 e1e7j8ap0"><div><p>Ali Watkins is a reporter on the Metro Desk, covering courts and social services. Previously, she covered national security in Washington for The Times, BuzzFeed and McClatchy Newspapers. <span class="css-4w91ra"> <a href="https://twitter.com/AliWatkins" class="css-1rj8to8" rel="noopener noreferrer" target="_blank"><span class="css-0">@</span>AliWatkins</a> </span></p></div></div></div><div class="css-vdv0al">A version of this article appears in print on <!-- -->, Section <!-- -->A<!-- -->, Page <!-- -->1<!-- --> of the New York edition<!-- --> with the headline: <!-- -->In New York, Police Computers Scan Faces, Some as Young as 11<span>. <a href="http://www.nytreprints.com/">Order Reprints</a> | <a href="http://www.nytimes.com/pages/todayspaper/index.html">Today’s Paper</a> | <a href="https://www.nytimes.com/subscriptions/Multiproduct/lp8HYKU.html?campaignId=48JQY">Subscribe</a></span></div><div class="css-i29ckm"><div class="css-10raysz"></div><div role="toolbar" aria-label="Social Media Share buttons, Save button, and Comments Panel with current comment count" 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","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.0":{"__typename":"TextInline","text":"“I would use extreme caution in using those algorithms,” said ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.1":{"__typename":"TextInline","text":"Karl Ricanek Jr.","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.2":{"__typename":"TextInline","text":", a computer science professor and ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.3":{"__typename":"TextInline","text":"co-founder of the Face Aging Group at the University of North Carolina-","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.4":{"__typename":"TextInline","text":"Wilmington","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.5":{"__typename":"TextInline","text":". 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","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.38.content.0":{"__typename":"TextInline","text":"The New York Police Department can take arrest photos of minors as young as ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.38.content.1":{"__typename":"TextInline","text":"11","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.38.content.2":{"__typename":"TextInline","text":" who are charged with a felony, depending on the severity of the charge. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.40.content.0":{"__typename":"TextInline","text":"And in many cases, the department keeps the photos for years, making facial recognition comparisons to what may have effectively become outdated images. There are photos of 5,500 individuals in the juvenile database, 4,100 of whom are no longer 16 or under, the department said. Teenagers 17 and older are considered adults in the criminal justice system. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.42.content.0":{"__typename":"TextInline","text":"Police officials declined to provide statistics on how often their facial recognition systems provide false matches, or to explain how they evaluate the system’s effectiveness.","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.44.content.0":{"__typename":"TextInline","text":"“We are comfortable with this technology because it has proved to be a valuable investigative method,” Chief Shea said. Facial recognition has helped lead to thousands of arrests of both adults and juveniles, the department has said. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.46.content.0":{"__typename":"TextInline","text":"Mayor Bill de Blasio had been aware the department was using the technology on minors, said Freddi Goldstein, a spokeswoman for the mayor. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.48.content.0":{"__typename":"TextInline","text":"She said the Police Department followed “strict guidelines” in applying the technology and City Hall monitored the agency’s compliance with the policies. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.0":{"__typename":"TextInline","text":"The Times learned details of the department’s use of facial recognition by reviewing documents posted online earlier this year by ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.1":{"__typename":"TextInline","text":"Clare Garvie, a senior associate","formats":[{"type":"id","generated":true,"id":"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.1.formats.0","typename":"LinkFormat"}]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.1.formats.0":{"__typename":"LinkFormat","url":"https:\u002F\u002Fwww.flawedfacedata.com\u002F#footnote5","title":""},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.2":{"__typename":"TextInline","text":" at the Center on Privacy and Technology at Georgetown Law","formats":[{"type":"id","generated":true,"id":"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.2.formats.0","typename":"LinkFormat"}]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.2.formats.0":{"__typename":"LinkFormat","url":"https:\u002F\u002Fwww.flawedfacedata.com\u002F#footnote5","title":""},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.3":{"__typename":"TextInline","text":". Ms. Garvie received the documents as part of an open records lawsuit. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.52.content.0":{"__typename":"TextInline","text":"It could not be determined whether other large police departments used facial recognition with juveniles because very few have written policies governing the use of the technology, Ms. Garvie said. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.54.content.0":{"__typename":"TextInline","text":"New York detectives rely on a vast network","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.54.content.1":{"__typename":"TextInline","text":" of surveillance cameras throughout the city to provide images of people believed to have committed a crime. Since 2011, the department has had a dedicated unit of officers who use facial recognition to compare those images against millions of photos, usually mug shots. The software proposes matches, which have led to thousands of arrests, the department said. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.56.content.0":{"__typename":"TextInline","text":"By 2013, top police officials were meeting to discuss including juveniles in the program, the documents reviewed by The Times showed. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.58.content.0":{"__typename":"TextInline","text":"The documents showed that the juvenile database had been integrated into the system by 2015. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.59.content.0":{"__typename":"TextInline","text":"“We have these photos. It makes sense,” Chief Shea said in the interview. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.61.content.0":{"__typename":"TextInline","text":"State law requires that arrest photos be destroyed if the case is resolved in the juvenile’s favor, or if the child is found to have committed only a misdemeanor, rather than a felony. The photos also must be destroyed if a person reaches age 21 without a criminal record. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.61.content.1":{"__typename":"TextInline","text":" ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.63.content.0":{"__typename":"TextInline","text":"When children are charged with crimes, the court system usually takes some steps to prevent their acts from defining them in later years. Children who are 16 and under, for instance, are generally sent to Family Court, where records are not public. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.65.content.0":{"__typename":"TextInline","text":"Yet including their photos in a facial recognition database runs the risk that an imperfect algorithm identifies them as possible suspects in later crimes, civil rights advocates said. A mistaken match could lead investigators to focus on the wrong person from the outset, they said. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.67.content.0":{"__typename":"TextInline","text":"“It’s very disturbing to know that no matter what I’m doing at that moment, someone might be scanning my picture to try to find someone who committed a crime,” said Bailey, a 17-year-old Brooklyn girl who had admitted guilt in Family Court to a group attack that happened when she was 14. She said she was present at the attack but did not participate. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.69.content.0":{"__typename":"TextInline","text":"Bailey, who asked that she be identified only by her ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.69.content.1":{"__typename":"TextInline","text":"last name","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.69.content.2":{"__typename":"TextInline","text":" because she did not want her juvenile arrest to be public, has not been arrested again and is now a student at John Jay College of Criminal Justice. 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Media Lab","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.71.content.6":{"__typename":"TextInline","text":", who has examined how human biases are built into artificial intelligence. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.73.content.0":{"__typename":"TextInline","text":"The racial disparities in the juvenile justice system are stark: In New York, black and Latino juveniles were charged with crimes at far higher rates than whites in 2017, the most recent year for which numbers were available. Black juveniles outnumbered white juveniles ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.73.content.1":{"__typename":"TextInline","text":"more than 15 to 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