[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"categories:vi":3,"global_setting:vi":181,"api:\u002Farticles:vi:{\"sort\":\"id:desc\",\"pagination[withCount]\":false,\"filters[slug][$eq]\":\"russian-soldiers-mobile-toilet\",\"pagination[page]\":1,\"pagination[pageSize]\":1,\"populate[cover]\":true,\"populate[category]\":true}":197,"blog-prev:vi:russian-soldiers-mobile-toilet:2026-10-02T16:37:47.822Z":240,"blog-next:vi:russian-soldiers-mobile-toilet:2026-10-02T16:37:47.822Z":244,"api:\u002Farticles:vi:{\"sort\":\"publishedAt:desc\",\"pagination[withCount]\":false,\"fields[0]\":\"title\",\"fields[1]\":\"slug\",\"fields[2]\":\"excerpt\",\"fields[3]\":\"publishedAt\",\"fields[4]\":\"createdAt\",\"populate[cover]\":true,\"filters[slug][$ne]\":\"russian-soldiers-mobile-toilet\",\"pagination[page]\":1,\"pagination[pageSize]\":4}":253},{"data":4,"meta":176},[5,23,31,39,47,55,62,77,85,93,133],{"id":6,"documentId":7,"name":8,"slug":9,"description":10,"createdAt":11,"updatedAt":11,"publishedAt":12,"locale":13,"parent":14,"children":22,"cover":10},410,"jgl16pgiujilzypxh7w1dvsf","Nhà Container Có Thể Tháo Gỡ Và Bao Bì Bằng Phẳng","flat-pack-and-detachable-container-houses",null,"2026-08-31T14:39:51.955Z","2026-08-31T14:49:28.000Z","vi",{"id":15,"documentId":16,"name":17,"slug":18,"description":17,"createdAt":19,"updatedAt":20,"publishedAt":21,"locale":13},550,"r55sewcg5jmiwkpom4lipxas","Nhà Container","container","2026-08-31T14:34:58.099Z","2026-09-08T15:41:11.619Z","2026-09-08T15:41:12.186Z",[],{"id":24,"documentId":25,"name":26,"slug":27,"description":10,"createdAt":28,"updatedAt":28,"publishedAt":12,"locale":13,"parent":29,"children":30,"cover":10},412,"rgxh10ucmzziz0nsnhk2hoeq","Nhà container có thể gập lại và gấp gọn","foldable-folding-container-houses","2026-08-31T14:39:52.813Z",{"id":15,"documentId":16,"name":17,"slug":18,"description":17,"createdAt":19,"updatedAt":20,"publishedAt":21,"locale":13},[],{"id":32,"documentId":33,"name":34,"slug":35,"description":10,"createdAt":36,"updatedAt":36,"publishedAt":12,"locale":13,"parent":37,"children":38,"cover":10},414,"oc9q3a05evd1yqknsdqqnr7d","Nhà container có thể mở rộng","expandable-container-houses","2026-08-31T14:39:53.650Z",{"id":15,"documentId":16,"name":17,"slug":18,"description":17,"createdAt":19,"updatedAt":20,"publishedAt":21,"locale":13},[],{"id":40,"documentId":41,"name":42,"slug":43,"description":10,"createdAt":44,"updatedAt":44,"publishedAt":12,"locale":13,"parent":45,"children":46,"cover":10},416,"ovwz6cyf18poazkrojb8r4mm","Nhà hình Viên nang Vũ trụ & Cabin Táo","space-capsule-houses-apple-cabins","2026-08-31T14:39:54.517Z",{"id":15,"documentId":16,"name":17,"slug":18,"description":17,"createdAt":19,"updatedAt":20,"publishedAt":21,"locale":13},[],{"id":48,"documentId":49,"name":50,"slug":51,"description":10,"createdAt":52,"updatedAt":52,"publishedAt":12,"locale":13,"parent":53,"children":54,"cover":10},418,"fcg0r2nn01zvrruk7snqwji2","Nhà mô-đun & các ngôi nhà tiền chế khác","modular-homes-other-prefab-houses","2026-08-31T14:39:55.299Z",{"id":15,"documentId":16,"name":17,"slug":18,"description":17,"createdAt":19,"updatedAt":20,"publishedAt":21,"locale":13},[],{"id":56,"documentId":57,"name":34,"slug":58,"description":10,"createdAt":59,"updatedAt":59,"publishedAt":12,"locale":13,"parent":60,"children":61,"cover":10},420,"tjabq1gzspxnzftyarxqh5m6","iso-shipping-storage-containers","2026-08-31T14:39:56.130Z",{"id":15,"documentId":16,"name":17,"slug":18,"description":17,"createdAt":19,"updatedAt":20,"publishedAt":21,"locale":13},[],{"id":63,"documentId":64,"name":65,"slug":66,"description":10,"createdAt":67,"updatedAt":67,"publishedAt":12,"locale":13,"parent":68,"children":76,"cover":10},422,"czl0ibqkzm8vygbfe5qpo2l1","Bồn cầu di động bằng nhựa HDPE","hdpe-plastic-portable-toilets","2026-08-31T14:39:56.915Z",{"id":69,"documentId":70,"name":71,"slug":72,"description":71,"createdAt":73,"updatedAt":74,"publishedAt":75,"locale":13},478,"fu8tuiis68jmi0i5iokdq06e","Nhà vệ sinh di động","mobile-toilet","2026-08-31T14:34:59.884Z","2026-08-31T14:47:44.216Z","2026-08-31T14:47:44.742Z",[],{"id":78,"documentId":79,"name":80,"slug":81,"description":10,"createdAt":82,"updatedAt":82,"publishedAt":12,"locale":13,"parent":83,"children":84,"cover":10},424,"tec69y18rtmmv2tp4tb3y703","Nhà vệ sinh di động có kết cấu hàn","welded-structure-mobile-toilets","2026-08-31T14:39:58.139Z",{"id":69,"documentId":70,"name":71,"slug":72,"description":71,"createdAt":73,"updatedAt":74,"publishedAt":75,"locale":13},[],{"id":86,"documentId":87,"name":88,"slug":89,"description":10,"createdAt":90,"updatedAt":90,"publishedAt":12,"locale":13,"parent":91,"children":92,"cover":10},426,"mllynk5uc89sod5c8ndiqd7j","Nhà vệ sinh di động dạng tấm Sandwich","sandwich-panel-portable-toilets","2026-08-31T14:39:58.986Z",{"id":69,"documentId":70,"name":71,"slug":72,"description":71,"createdAt":73,"updatedAt":74,"publishedAt":75,"locale":13},[],{"id":69,"documentId":70,"name":71,"slug":72,"description":71,"createdAt":73,"updatedAt":74,"publishedAt":75,"locale":13,"parent":10,"children":94,"cover":98},[95,96,97],{"id":63,"documentId":64,"name":65,"slug":66,"description":10,"createdAt":67,"updatedAt":67,"publishedAt":12,"locale":13},{"id":78,"documentId":79,"name":80,"slug":81,"description":10,"createdAt":82,"updatedAt":82,"publishedAt":12,"locale":13},{"id":86,"documentId":87,"name":88,"slug":89,"description":10,"createdAt":90,"updatedAt":90,"publishedAt":12,"locale":13},{"id":99,"documentId":100,"name":101,"alternativeText":10,"caption":10,"focalPoint":10,"width":102,"height":102,"formats":103,"hash":127,"ext":105,"mime":108,"size":128,"url":129,"previewUrl":10,"provider":130,"provider_metadata":10,"createdAt":131,"updatedAt":131,"publishedAt":132},1225,"e8w1zqavtqaq3afulj8t4efj","H5a0c7cf6b7bb438da832dfc28e6b87c0X.jpg",800,{"small":104,"medium":113,"thumbnail":120},{"ext":105,"url":106,"hash":107,"mime":108,"name":109,"path":10,"size":110,"width":111,"height":111,"sizeInBytes":112},".jpg","https:\u002F\u002Fcaijing-img.oss-cn-hangzhou.aliyuncs.com\u002Fsmall_H5a0c7cf6b7bb438da832dfc28e6b87c0_X_3056827851.jpg","small_H5a0c7cf6b7bb438da832dfc28e6b87c0_X_3056827851","image\u002Fjpeg","small_H5a0c7cf6b7bb438da832dfc28e6b87c0X.jpg",23.63,500,23630,{"ext":105,"url":114,"hash":115,"mime":108,"name":116,"path":10,"size":117,"width":118,"height":118,"sizeInBytes":119},"https:\u002F\u002Fcaijing-img.oss-cn-hangzhou.aliyuncs.com\u002Fmedium_H5a0c7cf6b7bb438da832dfc28e6b87c0_X_3056827851.jpg","medium_H5a0c7cf6b7bb438da832dfc28e6b87c0_X_3056827851","medium_H5a0c7cf6b7bb438da832dfc28e6b87c0X.jpg",42.65,750,42649,{"ext":105,"url":121,"hash":122,"mime":108,"name":123,"path":10,"size":124,"width":125,"height":125,"sizeInBytes":126},"https:\u002F\u002Fcaijing-img.oss-cn-hangzhou.aliyuncs.com\u002Fthumbnail_H5a0c7cf6b7bb438da832dfc28e6b87c0_X_3056827851.jpg","thumbnail_H5a0c7cf6b7bb438da832dfc28e6b87c0_X_3056827851","thumbnail_H5a0c7cf6b7bb438da832dfc28e6b87c0X.jpg",4.19,156,4188,"H5a0c7cf6b7bb438da832dfc28e6b87c0_X_3056827851",43.48,"https:\u002F\u002Fcaijing-img.oss-cn-hangzhou.aliyuncs.com\u002FH5a0c7cf6b7bb438da832dfc28e6b87c0_X_3056827851.jpg","strapi-provider-upload-aliyun-oss","2026-08-23T12:40:07.717Z","2026-08-23T12:40:07.718Z",{"id":15,"documentId":16,"name":17,"slug":18,"description":17,"createdAt":19,"updatedAt":20,"publishedAt":21,"locale":13,"parent":10,"children":134,"cover":141},[135,136,137,138,139,140],{"id":6,"documentId":7,"name":8,"slug":9,"description":10,"createdAt":11,"updatedAt":11,"publishedAt":12,"locale":13},{"id":24,"documentId":25,"name":26,"slug":27,"description":10,"createdAt":28,"updatedAt":28,"publishedAt":12,"locale":13},{"id":32,"documentId":33,"name":34,"slug":35,"description":10,"createdAt":36,"updatedAt":36,"publishedAt":12,"locale":13},{"id":40,"documentId":41,"name":42,"slug":43,"description":10,"createdAt":44,"updatedAt":44,"publishedAt":12,"locale":13},{"id":48,"documentId":49,"name":50,"slug":51,"description":10,"createdAt":52,"updatedAt":52,"publishedAt":12,"locale":13},{"id":56,"documentId":57,"name":34,"slug":58,"description":10,"createdAt":59,"updatedAt":59,"publishedAt":12,"locale":13},{"id":142,"documentId":143,"name":144,"alternativeText":10,"caption":10,"focalPoint":10,"width":145,"height":145,"formats":146,"hash":172,"ext":105,"mime":108,"size":173,"url":174,"previewUrl":10,"provider":130,"provider_metadata":10,"createdAt":175,"updatedAt":175,"publishedAt":175},1223,"ammcra78h5i6ts27xrts3se5","He0540c3d9e0c47829bceb8aad3dcc0ccY.jpg",1920,{"large":147,"small":154,"medium":160,"thumbnail":166},{"ext":105,"url":148,"hash":149,"mime":108,"name":150,"path":10,"size":151,"width":152,"height":152,"sizeInBytes":153},"https:\u002F\u002Fcaijing-img.oss-cn-hangzhou.aliyuncs.com\u002Flarge_He0540c3d9e0c47829bceb8aad3dcc0cc_Y_86c1fb2a61.jpg","large_He0540c3d9e0c47829bceb8aad3dcc0cc_Y_86c1fb2a61","large_He0540c3d9e0c47829bceb8aad3dcc0ccY.jpg",215.13,1000,215132,{"ext":105,"url":155,"hash":156,"mime":108,"name":157,"path":10,"size":158,"width":111,"height":111,"sizeInBytes":159},"https:\u002F\u002Fcaijing-img.oss-cn-hangzhou.aliyuncs.com\u002Fsmall_He0540c3d9e0c47829bceb8aad3dcc0cc_Y_86c1fb2a61.jpg","small_He0540c3d9e0c47829bceb8aad3dcc0cc_Y_86c1fb2a61","small_He0540c3d9e0c47829bceb8aad3dcc0ccY.jpg",64.11,64109,{"ext":105,"url":161,"hash":162,"mime":108,"name":163,"path":10,"size":164,"width":118,"height":118,"sizeInBytes":165},"https:\u002F\u002Fcaijing-img.oss-cn-hangzhou.aliyuncs.com\u002Fmedium_He0540c3d9e0c47829bceb8aad3dcc0cc_Y_86c1fb2a61.jpg","medium_He0540c3d9e0c47829bceb8aad3dcc0cc_Y_86c1fb2a61","medium_He0540c3d9e0c47829bceb8aad3dcc0ccY.jpg",131.27,131270,{"ext":105,"url":167,"hash":168,"mime":108,"name":169,"path":10,"size":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Hàng Xuyên Biên","Nhà máy sản xuất nhà tiền chế Yihang _ Nhà container _ Nhà vệ sinh di động _ Nhà lắp ghép nhanh","Nhà tiền chế Yihang là nhà máy sản xuất chuyên nghiệp nhà tiền chế trọn gói, chuyên sản xuất nhà container, nhà container lắp ghép, nhà vệ sinh di động. Nhà máy cung cấp trực tiếp từ nguồn gốc, hỗ trợ sản xuất theo yêu cầu, lắp đặt nhanh chóng, tháo lắp tái sử dụng, ứng dụng rộng rãi trong các công trình xây dựng tạm, văn phòng ngoài trời, nhà ở tạm thời, các khu du lịch, chất lượng đảm bảo, tiến độ nhanh chóng, nhận sản xuất theo yêu cầu các công trình nhà tiền chế trong và ngoài nước.","xianglele@ehang-cross.com","+8619092593611 ","8619092593611 ","2026-08-17T15:42:51.402Z","2026-09-21T15:23:32.374Z","2026-09-21T15:23:32.427Z","Zhejiang, China","Nhà Xưởng nhà tiền chế Yihang, nhà container, nhà vệ sinh di động, nhà lắp ghép nhanh",{},{"data":198,"meta":238},[199],{"id":200,"documentId":201,"title":202,"slug":203,"excerpt":10,"createdAt":204,"updatedAt":204,"publishedAt":205,"locale":206,"content":207,"seo_title":10,"seo_description":10,"seo_keywords":10,"isRecommend":208,"cover":209,"category":10},793526,"x5z50g1vyts9agithay8hpn5","Russian Soldiers' Mobile Toilet","russian-soldiers-mobile-toilet","2026-10-02T16:37:47.800Z","2026-10-02T16:37:47.822Z","en","**Russian soldiers use mobile toilet tents to traverse no-man's land, which is essentially a countermeasure against AI recognition systems**. This behavior evades the target recognition algorithms carried by drones by altering target characteristics, and can be analyzed from the following perspectives:\n\n![](https:\u002F\u002Fcaijing-img.oss-cn-hangzhou.aliyuncs.com\u002Fgallery\u002Fimport_1788796581389_lcygucbv_6efb7cef4d.jpg)\n\n### Tactical Principle: Feature Camouflage Against Pattern Recognition\nCurrent battlefield drones rely on AI target recognition algorithms, whose core logic is **feature matching based on preset image templates**. The algorithm database stores characteristic data of typical targets such as human silhouettes, tanks, and armored vehicles. When the drone's camera captures an image, the system compares it with the templates in the database and designates it as a target if the match exceeds a threshold. After Russian soldiers hide in white square mobile toilet tents, **the human silhouette is completely obscured**, and the AI system can only recognize a \"moving rectangular object\". Since the database lacks labeled data for the unconventional target of a \"mobile toilet\", the algorithm cannot classify it as a human squad and thus chooses to ignore it.\n\n### Tactical Effect: Exposing the Limitations of Early Military AI\nThe practical effect of this tactic is significant. According to battlefield records, Ukrainian AI drones have repeatedly identified toilet tents containing soldiers as ordinary ground objects during surveillance, **failing to trigger alarms or attack commands**. Some drones have even crashed directly into the tents due to unrecognized targets. This phenomenon reveals two major flaws in early military AI:  \n1. **Narrow training data scope**: The algorithm can only recognize targets labeled in the database and lacks the ability to judge unconventional objects (such as mobile toilets or equipment covered with camouflage nets) that are not included.\n2. **Lack of contextual understanding**: AI cannot comprehensively analyze target attributes by combining battlefield environments (such as no-man's land and movement trajectories) and relies solely on single-feature matching, leading to an increased misjudgment rate.\n\n### Tactical Essence: Low-Cost Extension of Stealth Technology\nThis tactic is similar in design principle to stealth aircraft. Stealth aircraft use special shapes and radar-absorbing materials to disguise radar reflection signals as clutter, making them difficult for enemy radar to detect; while Russian soldiers' toilet tents **alter visual characteristics** to disguise human silhouettes as \"non-threatening objects\", making them unrecognizable to AI systems. The core of both is **reducing the probability of detection through feature camouflage**, with the difference being that stealth aircraft target radar systems, while toilet tents target visual AI systems. This low-cost, highly flexible countermeasure provides new ideas for weaker parties to confront stronger parties under technological disadvantages.",false,{"id":210,"documentId":211,"name":212,"alternativeText":213,"caption":10,"focalPoint":10,"width":214,"height":214,"formats":215,"hash":234,"ext":105,"mime":108,"size":235,"url":236,"previewUrl":10,"provider":130,"provider_metadata":10,"createdAt":237,"updatedAt":237,"publishedAt":237},15062,"sh68s973a0p81v04qx5m9o9c","import_1788796581389_lcygucbv_6efb7cef4d.jpg","Urban Exhibition Halls, City Libraries, Urban Lounges & Convenience Stations: Upgrading Public Cultural 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giá nhà container tại Xining",{"pagination":252},{"page":178,"pageSize":178},{"data":254,"meta":386},[255,286,321,356],{"id":247,"documentId":248,"title":250,"slug":249,"excerpt":10,"publishedAt":256,"createdAt":257,"cover":258},"2026-09-13T16:35:13.183Z","2026-09-13T16:35:13.161Z",{"id":259,"documentId":260,"name":261,"alternativeText":262,"caption":10,"focalPoint":10,"width":102,"height":102,"formats":263,"hash":282,"ext":105,"mime":108,"size":283,"url":284,"previewUrl":10,"provider":130,"provider_metadata":10,"createdAt":285,"updatedAt":285,"publishedAt":285},22021,"p03ed0yystyv2nelxabk9x12","import_1788378468007_k79wz9n6_b5269cb90e.jpg","Xining Container House Unit 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