{"id":2651872,"date":"2026-08-30T08:01:19","date_gmt":"2026-08-30T12:01:19","guid":{"rendered":"https:\/\/www.conservativenewsdaily.net\/breaking-news\/flock-ai-can-track-you-down-without-a-name-or-a-plate-and-can-be-targeted-against-anyone\/"},"modified":"2026-08-30T08:03:31","modified_gmt":"2026-08-30T12:03:31","slug":"flock-ai-can-track-you-down-without-a-name-or-a-plate-and-can-be-targeted-against-anyone","status":"publish","type":"post","link":"https:\/\/www.conservativenewsdaily.net\/breaking-news\/flock-ai-can-track-you-down-without-a-name-or-a-plate-and-can-be-targeted-against-anyone\/","title":{"rendered":"Flock AI Can Track You Down Without a Name or a Plate and \u2018Can Be Targeted Against Anyone\u2019"},"content":{"rendered":"<aside class=\"mashsb-container mashsb-main mashsb-stretched\"><div class=\"mashsb-box\"><div class=\"mashsb-count mash-medium\" style=\"&quot;\"><div class=\"counts mashsbcount\">36<\/div><span class=\"mashsb-sharetext\">SHARES<\/span><\/div><div class=\"mashsb-buttons\"><a class=\"mashicon-facebook mash-medium mash-nomargin mashsb-noshadow\" href=\"https:\/\/www.facebook.com\/sharer.php?u=https%3A%2F%2Fwww.conservativenewsdaily.net%2Fbreaking-news%2Fflock-ai-can-track-you-down-without-a-name-or-a-plate-and-can-be-targeted-against-anyone%2F\" target=\"_top\" rel=\"nofollow\"><span class=\"icon\"><\/span><span class=\"text\">Facebook<\/span><\/a><a class=\"mashicon-twitter mash-medium mash-nomargin mashsb-noshadow\" href=\"https:\/\/twitter.com\/intent\/tweet?text=&amp;url=https:\/\/www.conservativenewsdaily.net\/breaking-news\/?p=2651872&amp;via=ConservNewsDly\" target=\"_top\" rel=\"nofollow\"><span class=\"icon\"><\/span><span class=\"text\">Twitter<\/span><\/a><a class=\"mashicon-subscribe mash-medium mash-nomargin mashsb-noshadow\" href=\"#\" target=\"_top\" rel=\"nofollow\"><span class=\"icon\"><\/span><span class=\"text\">Subscribe<\/span><\/a><div class=\"onoffswitch2 mash-medium mashsb-noshadow\" style=\"display:none\"><\/div><\/div>\n            <\/div>\n                <div style=\"clear:both\"><\/div><\/aside>\n            <!-- Share buttons by mashshare.net - Version: 4.0.47--><p>The article discusses Flock Safety\u2019s AI tools, specifically OS Investigate (formerly Nightshift), which police can use to track vehicles based solely on location and movement data. The tool can identify vehicles and analyze driver relationships by examining footage, license plate scans, arrest records, case files, and dispatch logs. Critics express concern that this technology blurs the line between investigating suspicious individuals and preemptively labeling people as suspicious, perhaps leading to privacy violations and misuse. Experts warn that law enforcement may over-rely on AI outcomes without proper oversight, risking wrongful arrests and surveillance abuses.Calls for legislation, such as warrant requirements and data retention limits, are being made to protect Fourth Amendment rights. Some officials and lawmakers highlight the need for regulation to prevent AI-driven surveillance from infringing on privacy rights, with investigations into misuse cases already underway. while AI can enhance police efficiency, there&#8217;s significant concern over its potential impacts on civil liberties and privacy.  <\/p>\n<p class=\"readmore\">\n    <button onclick=\"showReadMore()\" id=\"readmorebtn\">Read more&#8230;<\/button>\n<\/p>\n<hr id=\"line\">\n<span id=\"more\"><br \/>\n<!DOCTYPE html PUBLIC \"-\/\/W3C\/\/DTD HTML 4.0 Transitional\/\/EN\" \"http:\/\/www.w3.org\/TR\/REC-html40\/loose.dtd\"><br \/>\n<?xml encoding=\"utf-8\" ?><?xml encoding=\"utf-8\" ?><?xml encoding=\"utf-8\" ?><?xml encoding=\"utf-8\" ?><?xml encoding=\"utf-8\" ?><?xml encoding=\"utf-8\" ?><?xml encoding=\"utf-8\" ?><?xml encoding=\"utf-8\" ?><?xml encoding=\"utf-8\" ?><?xml encoding=\"utf-8\" ?><?xml encoding=\"utf-8\" ?><?xml encoding=\"utf-8\" ?><?xml encoding=\"utf-8\" ?><?xml encoding=\"utf-8\" ?><?xml encoding=\"utf-8\" ?><?xml encoding=\"utf-8\" ?><?xml encoding=\"utf-8\" ?><html><body><\/p>\n<section> \t\t\t\t<script>console.log(\"ad slot (AC1)\")<\/script><script>console.log(\"ad slot (IC1)\")<\/script><script>console.log(\"ad slot (IC2)\")<\/script><script>console.log(\"ad slot (IC3)\")<\/script><script>console.log(\"ad slot (IC4)\")<\/script><script>console.log(\"ad slot (REP_0)\")<\/script><script>console.log(\"ad slot (REP_1)\")<\/script><script>console.log(\"ad slot (REP_2)\")<\/script><\/p>\n<p>Police using Flock Safety\u2019s artificial intelligence tools can now track a vehicle based only on its location and movements.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">Flock\u2019s OS Investigate, formerly known as Nightshift, is an AI tool that identifies vehicles and ranks drivers\u2019 \u201cassociates\u201d based on how frequently they appear together at the same Flock camera, WIRED <a class=\"LexicalEditorTheme__link\" href=\"https:\/\/www.wired.com\/story\/flock-safety-os-investigate\/\" target=\"_blank\" rel=\"noopener\">reported<\/a>. Flock website code reviewed by WIRED listed 45 functions available to OS Investigate, including plate scans, camera metadata, arrest records, case files and 911 dispatch logs to identify potential suspects.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">\u201c[T]his [Flock tool] really crosses a line from a tool that\u2019s used to investigate suspicious people to deciding who is suspicious,\u201d Jay Stanley, senior policy analyst with the ACLU\u2019s Speech, Privacy and Technology Project, told the Daily Caller News Foundation. \u201c[I]t increases the chances that you are going to get put under the microscope by law enforcement because some algorithm thinks your driving patterns are \u2018suspicious.\u2019\u201d<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">Stanley also believed the AI industry will shift toward models that organizations run in-house to combat privacy concerns.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">\u201c[A] lot of AI use is going to have to be local models,\u201d he told the DCNF.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">He believes homes and local institutions such as hospitals and police departments could soon have their own personal AI models for less powerful tasks as the technology advances.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">\u201cI think that\u2019s the direction that a lot of organizations are going to go \u2026 I\u2019ve talked to police officers who are like, \u2018yeah, I want to use AI, but I can\u2019t use AI in our internal stuff. We can\u2019t let that leave the premises,\u2019\u201d Stanley told the DCNF.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">Flock Safety, the Texas Municipal Police Association, the International Association of Chiefs of Police, Code Four Labs, Tyler Technologies and 3SI Security Systems each did not immediately respond to the DCNF\u2019s request for comment.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">For other critics, the real danger is how readily police may act on what this AI tool tells them.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">\u201c[L]aw enforcement have not right now been receiving in-depth training on how to challenge and question the findings of an LLM as to who the top 10 bad guys are in their jurisdiction, and they\u2019re probably not going to wait around a long time to parse it all out carefully,\u201d Alex Marthews, national chair of Restore The Fourth told the DCNF, explaining that this technology gives law enforcement the ability to outsource its decision-making.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">If police departments have \u201cthe ability to say \u2018okay surface for me, ChatGPT, the top 10 real goddamn asshole problems that there are in my jurisdiction,\u2019\u201d and the AI hallucinates, then they could arrest innocent people without due process, he told the DCNF.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">He said Calvary Chapel San Jose kept holding indoor services in defiance of COVID mandates, and the government later used phone-location data to <a class=\"LexicalEditorTheme__link\" href=\"https:\/\/www.foxnews.com\/us\/california-church-fined-1-2m-lockdowns-sues-govt-spying-operation-tracking-worshippers\" target=\"_blank\" rel=\"noopener\">monitor<\/a> who was there. Marthews argued that just as those worshipers did not anticipate technology to be \u201cdeployed against them,\u201d the same could happen with these AI tools.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">This flock system \u201ccan be targeted against anyone. Governments change, ideologies change, state enemies change, and we do not know in setting up a system that 10 years down the line we won\u2019t be the targets of it,\u201d he explained.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">Flock CEO Garrett Langley has argued that Americans have to accept a compromise between safety and privacy.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">\u201c[W]hen people talk about just one of these, privacy or safety, they\u2019re prioritizing the wrong thing. What we have to prioritize as a country is \u2018compromise,\u2019\u201d Flock CEO Garrett Langley <a class=\"LexicalEditorTheme__link\" href=\"https:\/\/x.com\/RandPaul\/status\/2092293928678748480?s=20\" target=\"_blank\" rel=\"noopener\">told<\/a> Fox News in a Saturday interview, reposted by Sen. Rand Paul on X. \u201cHow do we have our safety, and how do we balance privacy.\u201d<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">\u201c[T]hat was not my comment. We believe in the constitution at Flock,\u201d Langley <a class=\"LexicalEditorTheme__link\" href=\"https:\/\/x.com\/glangley\/status\/2092304356649423086?s=20\" target=\"_blank\" rel=\"noopener\">said<\/a> in another post, responding to the Senator. \u201cI hope you can agree that Americans deserve to be safe.\u201d<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">Flock describes its FlockOS platform, which hosts OS Investigate, as a command center that can operate anywhere, <a class=\"LexicalEditorTheme__link\" href=\"https:\/\/www.flocksafety.com\/products\/flock-os\" target=\"_blank\" rel=\"noopener\">according<\/a> to the company\u2019s website.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">\u201cWe watched the vehicles enter through LPR, tracked them across the city, and our teams were in place before the suspects even got out of their cars,\u201d Major Patrick Krieg of the Dunwoody, Georgia, Police Department said, according to Flock\u2019s website. \u201cIt was the first time we said: this platform is powerful.\u201d<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">AI\u2019s real value in investigations is managing the sheer volume of material a single case generates, George Cheng, CEO and co-founder of Code Four told the DCNF. Body camera footage, jail calls, phone extractions and call records can bury a detective and cases go cold for lack of time. Code Four\u2019s INSIGHTS product pulls an open case\u2019s records into one place and lets a detective question all of it in plain English, with every answer tracing back to its source.<\/p>\n<p>Cheng drew a hard line between analyzing evidence in an already-open case and searching the public to generate suspects, arguing a search should start from the former. Beyond that, he said, outputs should cite their sources, an officer should own whatever the software drafts, an audit trail should <a href=\"https:\/\/amzn.to\/3YuVZYV\" >preserve machine versus human work<\/a> and agency data should never train outside AI models or be sold.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">A policy analyst argued the problem with Flock\u2019s tracking tools is how the government wields the technology.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">\u201cAI is simply a tool. It\u2019s going to get utilized in many ways that are great, and it\u2019ll get utilized in many ways that are bad,\u201d James Czerniawski, head of emerging technology policy at Consumer Choice Center told the DCNF. \u201c[B]ut we don\u2019t regulate the tool itself, we regulate based on the outcome. In this case, the outcome is that you have people\u2019s Fourth Amendment rights getting violated by the government, and there\u2019s no good path to fixing that right now.\u201d<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">Czerniawski pointed to one safeguard above all: warrants.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">\u201c\u2018Warrants\u2019 is your best friend \u2026 for both law enforcement and for people\u2019s due process consideration,\u201d Czerniawski told the DCNF, arguing a warrant forces cops to justify AI-assisted searches.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">\u201cI think there needs to be legislation, both at the federal and state level,\u201d Mayor of Knox County, Tennessee, Glenn Jacobs <a class=\"LexicalEditorTheme__link\" href=\"https:\/\/rumble.com\/v7drkv0-mayor-glenn-jacobs-wwe-legend-kane-sounds-the-alarm-on-flock-safety-cameras.html\" target=\"_blank\" rel=\"noopener\">said<\/a> in an August interview with the DCNF. \u201cI think that as this issue becomes more prevalent around the country, Congress will take it up.\u201d<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">One lawmaker is trying to write warrant requirement into federal law.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">Rep. Keith Self: \u201cThe PRIVACY Act prohibits federal agencies from using output from applications such as Flock Safety\u2019s OS Investigate without first obtaining a warrant,\u201d Republican Texas Rep. Keith Self told the DCNF. \u201cFlock Safety\u2019s camera network is one of several emerging technologies that surveil everyday Americans, which requires Congress to implement processes to anticipate new technologies that must require warrants.\u201d<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">Self\u2019s proposed <a class=\"LexicalEditorTheme__link\" href=\"https:\/\/www.congress.gov\/bill\/119th-congress\/house-bill\/9716\" target=\"_blank\" rel=\"noopener\">legislation<\/a> would limit retention of data captured by these cameras to 30 days with a warrant, provided the information is not evidence for prosecution or a court grants an extension<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">\u201cAI has supercharged the surveillance state, trampling our God-given right to be secure in our persons, houses, papers, and effects,\u201d Self told the DCNF. \u201cThese cameras are no longer just license-plate readers looking for vehicles of interest; OS Investigate shows they are being used to aggregate an expanding amount of personal data, raising constitutional questions and putting individual privacy at risk.\u201d<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">He called on Congress to act and impose restrictions on devices that surveil the public and infringe on Fourth Amendment rights.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">Republican Missouri Sen. Josh Hawley began a Senate subcommittee investigation into Flock cameras on Wednesday, according to Hawley\u2019s <a class=\"LexicalEditorTheme__link\" href=\"https:\/\/www.documentcloud.org\/documents\/28581149-hawley-flock-camera-investigation-letter\/\" target=\"_blank\" rel=\"noopener\">letter<\/a> to Langley.<\/p>\n<p class=\"LexicalEditorTheme__paragraph\">The Institute for Justice identified more than 100 cases of ALPR abuse, <a class=\"LexicalEditorTheme__link\" href=\"https:\/\/ij.org\/the-ij-database-of-alpr-abuse\/\" target=\"_blank\" rel=\"noopener\">according<\/a> to<b> <\/b>a database the group published Aug. 12. Among these cases was a Georgia police chief who conducted 600 searches to track his ex-girlfriend and her daughter, <a class=\"LexicalEditorTheme__link\" href=\"https:\/\/www.washingtonpost.com\/technology\/2026\/08\/02\/how-police-officers-used-vast-network-cameras-spy-their-exes\/\" target=\"_blank\" rel=\"noopener\">according<\/a> to the Washington Post.<\/p>\n<div class=\"disclaimer\">\n<p>All content created by the Daily Caller News Foundation, an independent and nonpartisan newswire service, is available without charge to any legitimate news publisher that can provide a large audience. All republished articles must include our logo, our reporter\u2019s byline and their DCNF affiliation. 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Their OS Investigate tool identifies cars and ranks drivers\u2019 associates based on co-occurrence at cameras, WIRED reports<\/p>\n","protected":false},"author":1,"featured_media":2651873,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_mo_disable_npp":"","fifu_image_url":"https:\/\/www.westernjournal.com\/wp-content\/uploads\/2026\/08\/IMG_2126.jpeg","fifu_image_alt":"","footnotes":""},"categories":[33651],"tags":[84873,42558,47105,36305,84874],"class_list":["post-2651872","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-the-western-journal","tag-ai-tracking","tag-privacy-concerns","tag-privacy-rights","tag-security-risks","tag-surveillance-technology"],"fifu_image_url":"https:\/\/www.westernjournal.com\/wp-content\/uploads\/2026\/08\/IMG_2126.jpeg","_links":{"self":[{"href":"https:\/\/www.conservativenewsdaily.net\/breaking-news\/wp-json\/wp\/v2\/posts\/2651872","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.conservativenewsdaily.net\/breaking-news\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.conservativenewsdaily.net\/breaking-news\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.conservativenewsdaily.net\/breaking-news\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.conservativenewsdaily.net\/breaking-news\/wp-json\/wp\/v2\/comments?post=2651872"}],"version-history":[{"count":3,"href":"https:\/\/www.conservativenewsdaily.net\/breaking-news\/wp-json\/wp\/v2\/posts\/2651872\/revisions"}],"predecessor-version":[{"id":2651876,"href":"https:\/\/www.conservativenewsdaily.net\/breaking-news\/wp-json\/wp\/v2\/posts\/2651872\/revisions\/2651876"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.conservativenewsdaily.net\/breaking-news\/wp-json\/wp\/v2\/media\/2651873"}],"wp:attachment":[{"href":"https:\/\/www.conservativenewsdaily.net\/breaking-news\/wp-json\/wp\/v2\/media?parent=2651872"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.conservativenewsdaily.net\/breaking-news\/wp-json\/wp\/v2\/categories?post=2651872"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.conservativenewsdaily.net\/breaking-news\/wp-json\/wp\/v2\/tags?post=2651872"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}