[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-china-transforms-its-vast-urban-surveillance-network-with-ai-powered-video-search":66},{"data":4},[5,53,60],{"name":6,"slug":7,"categories":8},"Tech","tech",[9,13,17,21,25,29,33,37,41,45,49],{"id":10,"title":11,"slug":12},17,"Branding","branding",{"id":14,"title":15,"slug":16},19,"Marketing","marketing",{"id":18,"title":19,"slug":20},20,"Work","work",{"id":22,"title":23,"slug":24},34,"Community","community",{"id":26,"title":27,"slug":28},21,"For newbies","for-newbies",{"id":30,"title":31,"slug":32},24,"Investment","investment",{"id":34,"title":35,"slug":36},22,"Finance","finance",{"id":38,"title":39,"slug":40},28,"Technology","technology",{"id":42,"title":43,"slug":44},32,"Artificial Intelligence","artificial-intelligence",{"id":46,"title":47,"slug":48},26,"Security and protection","security-and-protection",{"id":50,"title":51,"slug":52},31,"YouTube Blog","youtube-blog",{"name":54,"slug":55,"categories":56},"News","news",[57],{"id":58,"title":54,"slug":59},18,"quasanews",{"name":61,"slug":62,"categories":63},"Business","business",[64],{"id":65,"title":61,"slug":62},16,{"post":67,"published_news":91,"popular_news":148,"categories":220},{"title":68,"description":69,"meta_title":68,"meta_description":70,"meta_keywords":69,"text":71,"slug":72,"created_at":73,"publish_at":74,"formatted_created_at":75,"category_id":42,"links":76,"view_type":81,"video_url":82,"views":34,"likes":83,"lang":84,"comments_count":83,"category":85},"China Transforms Its Vast Urban Surveillance Network with AI-Powered Video Search","This upgrade represents a major leap in intelligent surveillance technology, positioning China at the forefront of AI-integrated urban security systems.","China is modernizing the world’s largest video surveillance system by embedding advanced artificial intelligence directly into cameras","\u003Cp>China is modernizing the world’s largest video surveillance system by embedding advanced artificial intelligence directly into cameras and local infrastructure. This shift enables prompt-based video searches and real-time anomaly detection, \u003Ca href=\"https://the-decoder.com/china-turns-its-aging-camera-network-into-an-ai-powered-mass-surveillance-apparatus/\">moving away from traditional centralized processing toward edge computing\u003C/a>.\u003C/p>\n\n\u003Ch4>\u003Cstrong>Edge AI and On-Device Processing\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-06-01t185906476.webp\" type=\"image/webp\">\u003Cimg alt=\"China Transforms Its Vast Urban Surveillance Network with AI-Powered Video Search\" class=\"image-align-right\" height=\"201\" src=\"https://cdn.quasa.io/photos/0001/image-2026-06-01t185906476.jpg\" width=\"300\" />\u003C/picture>The upgrade relies on new-generation cameras from Hikvision and Huawei equipped with powerful onboard processors capable of running computer vision and multimodal AI models locally.\u003C/p>\n\n\u003Cp>Instead of streaming raw video feeds to distant data centers, cameras now process footage at the edge. This dramatically reduces bandwidth demands, lowers latency, and eases pressure on cloud infrastructure.\u003C/p>\n\n\u003Cp>Local servers complement the cameras, creating a distributed architecture that keeps sensitive data closer to its source while enabling faster responses.\u003C/p>\n\n\u003Ch4>\u003Cstrong>From Face Matching to Prompt-Based Search\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-06-01t185904643.webp\" type=\"image/webp\">\u003Cimg alt=\"China Transforms Its Vast Urban Surveillance Network with AI-Powered Video Search\" class=\"image-align-left\" height=\"201\" src=\"https://cdn.quasa.io/photos/0001/image-2026-06-01t185904643.jpg\" width=\"300\" />\u003C/picture>Earlier surveillance systems primarily matched faces against watchlists or databases. The new multimodal models change this paradigm entirely. Police and operators can now search archived or live footage using natural language prompts — for example, “woman in red hat walking near park” or “person carrying suspicious package at night.” Hikvision’s latest systems retrieve relevant clips automatically without manual review.\u003C/p>\n\n\u003Cp>This text-to-video capability turns massive archives into instantly queryable resources.\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>Autonomous Anomaly Detection\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-06-01t185902874.webp\" type=\"image/webp\">\u003Cimg alt=\"China Transforms Its Vast Urban Surveillance Network with AI-Powered Video Search\" class=\"image-align-right\" height=\"298\" src=\"https://cdn.quasa.io/photos/0001/image-2026-06-01t185902874.jpg\" width=\"200\" />\u003C/picture>\u003Cstrong>Computer vision algorithms run continuously on the devices, independently flagging potential issues:\u003C/strong>\u003C/p>\n\n\u003Cul>\n\t\u003Cli>Dangerous or reckless driving;\u003C/li>\n\t\u003Cli>Unauthorized gatherings or protests forming;\u003C/li>\n\t\u003Cli>Suspicious behavior patterns;\u003C/li>\n\t\u003Cli>Intrusions into restricted zones.\u003C/li>\n\u003C/ul>\n\n\u003Cp>When anomalies are detected, the system automatically notifies operators, enabling rapid response. This proactive approach marks a significant evolution from purely reactive monitoring.\u003C/p>\n\n\u003Cp>Also read:\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/the-world-is-simultaneously-losing-oil-fertilizers-and-sulfuric-acid-the-market-has-only-priced-in-oil\">The World is Simultaneously Losing Oil, Fertilizers, and Sulfuric Acid. The Market Has Only Priced in Oil\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/i-would-have-cured-cancer-first-why-google-deepmind-s-ceo-thinks-the-ai-race-is-a-mistake\">"I Would Have Cured Cancer First": Why Google DeepMind’s CEO Thinks the AI Race is a Mistake\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/the-great-ai-sabotage-why-44-of-gen-z-employees-are-quietly-breaking-the-machines\">The Great AI Sabotage: Why 44% of Gen Z Employees are Quietly Breaking the Machines\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/amazon-caught-in-secret-price-manipulation-scheme-with-levi-s-walmart-target-home-depot-and-more\">Amazon Caught in Secret Price Manipulation Scheme with Levi’s, Walmart, Target, Home Depot and More\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>Implications and Scale\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-06-01t185908792.webp\" type=\"image/webp\">\u003Cimg alt=\"China Transforms Its Vast Urban Surveillance Network with AI-Powered Video Search\" class=\"image-align-left\" height=\"201\" src=\"https://cdn.quasa.io/photos/0001/image-2026-06-01t185908792.jpg\" width=\"300\" />\u003C/picture>China operates hundreds of millions of cameras nationwide.\u003C/p>\n\n\u003Cp>Upgrading this infrastructure with on-device AI creates one of the most sophisticated automated monitoring systems globally. Proponents highlight improvements in public safety and efficiency. \u003Ca href=\"https://ground.news/article/china-transforms-its-old-camera-network-into-an-automated-mass-surveillance-device\">Critics raise concerns about privacy and the potential for large-scale behavioral surveillance.\u003C/a>\u003C/p>\n\n\u003Cp>The transition demonstrates China’s leadership in applying edge AI to real-world infrastructure at massive scale.\u003C/p>\n\n\u003Cp>As more cities adopt these systems, the balance between security and individual rights will remain a key topic of international discussion.\u003C/p>\n\n\u003Cp>This upgrade represents a major leap in intelligent surveillance technology, positioning China at the forefront of AI-integrated urban security systems.\u003C/p>","china-transforms-its-vast-urban-surveillance-network-with-ai-powered-video-search","2026-06-01T17:05:12.000000Z","2026-06-07T11:58:00.000000Z","07.06.2026",{"image":77,"image_webp":78,"thumb":79,"thumb_webp":80},"https://cdn.quasa.io/images/news/olJu69odEn42fbRVeYPcZ8Ag2Ekh7FOi1Fk2dh9q.jpg","https://cdn.quasa.io/images/news/olJu69odEn42fbRVeYPcZ8Ag2Ekh7FOi1Fk2dh9q.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/olJu69odEn42fbRVeYPcZ8Ag2Ekh7FOi1Fk2dh9q.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/olJu69odEn42fbRVeYPcZ8Ag2Ekh7FOi1Fk2dh9q.webp","small",null,0,"en",{"id":42,"title":43,"slug":44,"meta_title":86,"meta_description":87,"meta_keywords":87,"show_on_homepage":88,"deleted_at":82,"created_at":89,"updated_at":90,"lang":84},"Artificial Intelligence | AI Breakthroughs, Agents & Tools | QUASA","Artificial Intelligence, ai, ml, machine learning, chatgpt, future",true,"2024-09-22T08:08:27.000000Z","2026-05-28T13:57:36.000000Z",[92,96,109,122,135],{"title":68,"description":69,"slug":72,"created_at":73,"publish_at":74,"formatted_created_at":75,"category":93,"links":94,"view_type":81,"video_url":82,"views":34,"likes":83,"lang":84,"comments_count":83,"is_pinned":95},{"title":43,"slug":44},{"image":77,"image_webp":78,"thumb":79,"thumb_webp":80},false,{"title":97,"description":98,"slug":99,"created_at":100,"publish_at":101,"formatted_created_at":75,"category":102,"links":103,"view_type":81,"video_url":82,"views":108,"likes":83,"lang":84,"comments_count":83,"is_pinned":95},"The New “Heartwarming Craft Girl” Scam: How AI Schemers Are Farming Sympathy for Massive Margins","The real victim isn’t “society.” It’s the emotionally manipulated normie who thinks he’s supporting a struggling artist while getting rinsed on 1000% markup AliExpress dropshipping.","the-new-heartwarming-craft-girl-scam-how-ai-schemers-are-farming-sympathy-for-massive-margins","2026-06-01T16:04:00.000000Z","2026-06-07T09:55:00.000000Z",{"title":19,"slug":20},{"image":104,"image_webp":105,"thumb":106,"thumb_webp":107},"https://cdn.quasa.io/images/news/LsbCUxJUEY8p6bCrs1KCr6fK3GtIxqY6Wdzt5Noe.jpg","https://cdn.quasa.io/images/news/LsbCUxJUEY8p6bCrs1KCr6fK3GtIxqY6Wdzt5Noe.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/LsbCUxJUEY8p6bCrs1KCr6fK3GtIxqY6Wdzt5Noe.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/LsbCUxJUEY8p6bCrs1KCr6fK3GtIxqY6Wdzt5Noe.webp",33,{"title":110,"description":111,"slug":112,"created_at":113,"publish_at":114,"formatted_created_at":75,"category":115,"links":116,"view_type":81,"video_url":82,"views":121,"likes":83,"lang":84,"comments_count":83,"is_pinned":95},"Part 2. 10 CEX That Killed More Projects Than All Hackers Combined","The brutal truth about the top 10 CEX that killed more crypto projects than all hackers combined. Hidden listing fees, market making extortion, forced delistings and the full extortion machine exposed. How Quasa survived by going 100% DEX. 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