[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"news-detail-214":3,"$fOHoMwCnpy0REzFpuPjR7qV926ifzaOXjvedDr3bPDiQ":11,"news-list":135},{"id":4,"title":5,"excerpt":6,"content":7,"image":8,"date":9,"category":10},"214","快手有多少次机会避免事故？","违规内容肆虐，是因为审核员不能判断、不想阻拦吗？绝非如此。\n系统不在乎安全。审核不断为增长让步，安全就必然在注册、推荐、审核、决策的每一个环节被牺牲。","\u003Cp>如果我们能让时间回到2025年12月22日晚10点。\u003C/p>\n\u003Cp>此时快手的系统中已有暗流涌动，但没有人察觉到异常。\u003C/p>\n\u003Cp>二十分钟后，一波大规模入侵即将袭来。有近1.7万个账号同时直播含黄色、血腥、暴力的内容，人数最高的直播间超20万人在线。\u003C/p>\n\u003Cp>23点，距入侵开始40分钟后，事故最终以快手紧急关停所有直播狼狈收场。稍后，他们彻底关闭了直播通道。\u003C/p>\n\u003Cp>从掌握账号到开启直播，再到引发大规模关注，快手曾有至少五次机会避免此次事故。\u003C/p>\n\u003Cp>为避免此类事故发生，平台到底能做什么？作为坐拥3.7亿国民级平台，快手又何以逐一错失所有机会？\u003C/p>\n\u003Cp>\u003Cimg loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-medium wp-image-215\" src=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210121566-300x157.jpg\" alt=\"\" width=\"300\" height=\"157\" srcset=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210121566-300x157.jpg 300w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210121566-1024x536.jpg 1024w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210121566-768x402.jpg 768w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210121566.jpg 1080w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" />\u003C/p>\n\u003Ch2>\u003Cstrong>01丨第一次：注册，账号从哪里来？\u003C/strong>\u003C/h2>\n\u003Cp>攻击的第一步，是获取大量可用于开播的账号。\u003C/p>\n\u003Cp>一部分账号是新注册的，也有一部分被盗取，这需要突破网络安全和账号注册两道关卡。\u003C/p>\n\u003Cp>网络安全方面，平台存在严重漏洞，比如用户的账号可能被盗，登录状态可能被恶意刷新，内容传输网络也可能遭到劫持等等。\u003C/p>\n\u003Cp>所以，不法分子不仅能冒充真实用户，甚至还能截获平台上流通的信息。\u003C/p>\n\u003Cp>平台本应定期强化登录验证，比如结合人脸识别、短信验证，并对异常异地登录采取风险控制。而现在安全措施明显不足，无形中为攻击者打开了方便之门。\u003C/p>\n\u003Cfigure id=\"attachment_216\" aria-describedby=\"caption-attachment-216\" style=\"width: 300px\" class=\"wp-caption aligncenter\">\u003Cimg loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-216\" src=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210229276-300x169.webp\" alt=\"\" width=\"300\" height=\"169\" srcset=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210229276-300x169.webp 300w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210229276-1024x576.webp 1024w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210229276-768x432.webp 768w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210229276.webp 1080w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" />\u003Cfigcaption id=\"caption-attachment-216\" class=\"wp-caption-text\">图源丨Google等平台\u003C/figcaption>\u003C/figure>\n\u003Cp>在账号注册环节，平台的防御更是薄弱得令人意外。其漏洞几乎与早年某些平台的低级错误如出一辙，使得黑灰产只需通过接码平台，就能轻松注册大量虚假账号。\u003C/p>\n\u003Cp>这都从最开始就加剧了整个系统的安全风险。\u003C/p>\n\u003Ch2>\u003Cstrong>02丨第二次：开播，“坏人”从哪里拿到话筒？\u003C/strong>\u003C/h2>\n\u003Cp>第一种方式是“硬抢”。\u003C/p>\n\u003Cp>多位用户反映，原本在看美妆、游戏等正常内容，画面毫无征兆地切换到色情、暴力内容。通过网络漏洞获取账号权限，控制正在直播的账号。\u003C/p>\n\u003Cp>除了加强技术防护手段外，加强异地登录和一号多登验证，也可以一定程度上降低风险。\u003C/p>\n\u003Cp>第二种则是用自己注册或盗取的账号。对这类账号来说，在获得开播权限前，平台还有第二次机会。\u003C/p>\n\u003Cp>此类账号有明显特征：要么是刚注册的新号，要么是沉寂已久的“僵尸号”。\u003C/p>\n\u003Cp>抓住这个特征，有很多手段可以防范风险：设置新号冷静期、账号信用评级、异常行为监测等等。\u003C/p>\n\u003Cp>但实际情况是，为了提高用户活跃度和留存，平台不仅不限制它们的权限，甚至会给出“新人流量扶持”。\u003C/p>\n\u003Cp>安全的优先级长期被置于增长指标之下，就此，第二次机会错失。\u003C/p>\n\u003Ch2>\u003Cstrong>03丨第三关：扩散，违规内容不封禁反推流？\u003C/strong>\u003C/h2>\n\u003Cp>到这里，传播影响的人数尚且有限。然而紧接着，违规内容非但没有被封禁，反而被系统推向了更多用户。\u003C/p>\n\u003Cp>直播间人数在短时间内飙升到数万甚至数十万——这本应是平台头部主播才能达到的流量规模。\u003C/p>\n\u003Cfigure id=\"attachment_217\" aria-describedby=\"caption-attachment-217\" style=\"width: 150px\" class=\"wp-caption aligncenter\">\u003Cimg loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-217\" src=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210337382-150x300.webp\" alt=\"\" width=\"150\" height=\"300\" srcset=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210337382-150x300.webp 150w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210337382-512x1024.webp 512w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210337382-768x1536.webp 768w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210337382-1024x2048.webp 1024w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210337382.webp 1080w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" />\u003Cfigcaption id=\"caption-attachment-217\" class=\"wp-caption-text\">图源丨快手\u003C/figcaption>\u003C/figure>\n\u003Cp>从安全运营的常规逻辑来看，一场直播的热度若快速攀升，本应先进入“精选池”接受人工复核，确认合规后才可推向公域流量。\u003C/p>\n\u003Cp>但为快速达成用户增长和活跃度指标，平台往往不愿让审核流程“拖慢”推送速度，希望即刻将高热内容推至用户眼前。\u003C/p>\n\u003Cp>推荐算法的核心逻辑是追逐数据：用户停留时长、点赞、评论、分享等互动指标。\u003C/p>\n\u003Cp>而恰恰使那些色情、暴力类极易制造感官刺激的违规内容，吸引大量点击与互动。\u003C/p>\n\u003Cp>背后“操盘者”甚至可能利用这一机制，通过操控、篡改数据“欺骗”算法，让它误判这是一场值得推广的高热直播。\u003C/p>\n\u003Cp>于是，算法毫不犹豫地为这些内容注入更多流量，将其推向更大的曝光池。\u003C/p>\n\u003Cp>这是一场恶性循环：违规内容引发异常互动“高峰”→算法误判为“优质内容”→给予更多推荐→触及更多用户→互动数据进一步攀升……\u003C/p>\n\u003Cp>吃瓜群众怎会错过这波“热潮”？消息很快溢出平台，蔓延至整个社交网络。\u003C/p>\n\u003Cp>深夜未眠的网友们自然不会错过这场突如其来的“盛宴”，相关的截图、录屏和讨论以惊人的速度扩散。困惑、猎奇、愤怒和看热闹的情绪交织在一起，话题热度持续飙升。\u003C/p>\n\u003Cfigure id=\"attachment_218\" aria-describedby=\"caption-attachment-218\" style=\"width: 170px\" class=\"wp-caption aligncenter\">\u003Cimg loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-218\" src=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210412365-170x300.webp\" alt=\"\" width=\"170\" height=\"300\" srcset=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210412365-170x300.webp 170w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210412365-579x1024.webp 579w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210412365-768x1359.webp 768w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210412365-868x1536.webp 868w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210412365.webp 1080w\" sizes=\"auto, (max-width: 170px) 100vw, 170px\" />\u003Cfigcaption id=\"caption-attachment-218\" class=\"wp-caption-text\">图源丨小红书\u003C/figcaption>\u003C/figure>\n\u003Cp>一个极具讽刺意味的数据随之曝光：在各应用商店，快手App的单日下载量反而激增，短时间内突破了400万次。\u003C/p>\n\u003Cp>大量用户被这场失控的“热点”所吸引，想亲自“见识”一下传闻中的混乱场面。\u003C/p>\n\u003Cfigure id=\"attachment_219\" aria-describedby=\"caption-attachment-219\" style=\"width: 300px\" class=\"wp-caption aligncenter\">\u003Cimg loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-219\" src=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210441237-300x81.webp\" alt=\"\" width=\"300\" height=\"81\" srcset=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210441237-300x81.webp 300w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210441237-1024x276.webp 1024w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210441237-768x207.webp 768w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210441237.webp 1046w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" />\u003Cfigcaption id=\"caption-attachment-219\" class=\"wp-caption-text\">图源丨应用商店\u003C/figcaption>\u003C/figure>\n\u003Ch2>\u003Cstrong>04丨第四关：举报，为何没能马上处理？\u003C/strong>\u003C/h2>\n\u003Cp>短时间内上万账号同步开播，推送相同内容，共享技术痕迹，几乎是司马昭之心。\u003C/p>\n\u003Cp>成熟的防御体系会对异常直播数、违规内容频率、账号集群关联度设置智能阈值，针对此类典型的攻击模式，平台安全系统应捕捉并自动响应。\u003C/p>\n\u003Cp>况且，对昨晚这类显然违规的内容而言，机器审核已经相当成熟，理论上可以直接拦截内容。\u003C/p>\n\u003Cfigure id=\"attachment_220\" aria-describedby=\"caption-attachment-220\" style=\"width: 300px\" class=\"wp-caption aligncenter\">\u003Cimg loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-220\" src=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210511325-300x192.webp\" alt=\"\" width=\"300\" height=\"192\" srcset=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210511325-300x192.webp 300w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210511325-1024x656.webp 1024w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210511325-768x492.webp 768w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210511325.webp 1080w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" />\u003Cfigcaption id=\"caption-attachment-220\" class=\"wp-caption-text\">图源丨快手\u003C/figcaption>\u003C/figure>\n\u003Cp>即便机器审核漏放，平台仍拥有最后一道人工防线——审核部门必然留有夜间值班人员，他们有权限封停违规直播间。\u003C/p>\n\u003Cp>然而无论是机器还是人工审核，都没能及时拦截这些违规内容。大量亲历者证实，当晚的举报按钮点击后毫无反应。\u003C/p>\n\u003Cp>这说明：审核团队要么被“蒙蔽了双眼”，要么被“绑住了双手”——前者指违规内容将审核侧看到的视频替换为正常画面，使风险无法有效上报；后者则指机器审核封禁权限出现问题，完全依赖手动关停，在夜间人手不足的情况下，速度显然落后于敌人的攻速。\u003C/p>\n\u003Ch2>\u003Cstrong>05丨第五关：切断，应急“核按钮”去哪了？\u003C/strong>\u003C/h2>\n\u003Cp>危机爆发到这一步，所有防线告破，按照常规逻辑，最后的希望是发动“核武器”。\u003C/p>\n\u003Cp>内容安全的核武器，理论上，是一个权限极高的“一键关停”按钮。一旦按下，所有功能在极短时间内全部关停。\u003C/p>\n\u003Cp>然而没有。约40分钟后，快手才关闭直播功能。\u003C/p>\n\u003Cfigure id=\"attachment_221\" aria-describedby=\"caption-attachment-221\" style=\"width: 135px\" class=\"wp-caption aligncenter\">\u003Cimg loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-221\" src=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210552959-135x300.webp\" alt=\"\" width=\"135\" height=\"300\" srcset=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210552959-135x300.webp 135w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210552959-462x1024.webp 462w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210552959-768x1701.webp 768w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210552959-694x1536.webp 694w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210552959-925x2048.webp 925w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210552959.webp 1080w\" sizes=\"auto, (max-width: 135px) 100vw, 135px\" />\u003Cfigcaption id=\"caption-attachment-221\" class=\"wp-caption-text\">图源丨快手\u003C/figcaption>\u003C/figure>\n\u003Cp>这里面存在两种可能性：平台根本没有设计应急处理措施，或，权限过度集中在少数高层手里，一线团队无权决策。\u003C/p>\n\u003Cp>决策失效，大概率是因为从未进行过有效的应急演练，导致在关键时刻指令无法下达，任由事态蔓延。\u003C/p>\n\u003Cp>至此，事件宣告结束。\u003C/p>\n\u003Cfigure id=\"attachment_222\" aria-describedby=\"caption-attachment-222\" style=\"width: 300px\" class=\"wp-caption aligncenter\">\u003Cimg loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-222\" src=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210617289-300x112.webp\" alt=\"\" width=\"300\" height=\"112\" srcset=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210617289-300x112.webp 300w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210617289-1024x383.webp 1024w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210617289-768x287.webp 768w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210617289.webp 1080w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" />\u003Cfigcaption id=\"caption-attachment-222\" class=\"wp-caption-text\">图源丨Win.d金融终端\u003C/figcaption>\u003C/figure>\n\u003Cp data-pm-slice=\"0 0 []\">12 月 23 日港股开盘后，快手股价暴跌，市值蒸发约 103.68-164 亿港元。\u003C/p>\n\u003Cp>这还只是最直接的短期损失，长期来看，此次事件间接导致的用户流失、品牌价值下降、广告主流失、监管合规成本增加等，综合损失是难以量化的。\u003C/p>\n\u003Cp>对不幸进入违规直播间的观众而言，猝不及防看到色情甚至血腥暴力的内容，也必然对一部分人造成心理伤害。\u003C/p>\n\u003Cfigure id=\"attachment_223\" aria-describedby=\"caption-attachment-223\" style=\"width: 300px\" class=\"wp-caption aligncenter\">\u003Cimg loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-223\" src=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210651886-300x75.webp\" alt=\"\" width=\"300\" height=\"75\" srcset=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210651886-300x75.webp 300w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210651886-1024x256.webp 1024w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210651886-768x192.webp 768w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210651886.webp 1061w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" />\u003Cfigcaption id=\"caption-attachment-223\" class=\"wp-caption-text\">图源丨小红书\u003C/figcaption>\u003C/figure>\n\u003Cp>之后呢？\u003C/p>\n\u003Cp>可想而知，最先被问责的是快手的审核部门。\u003C/p>\n\u003Cp>违规内容肆虐，是因为审核员不能判断、不想阻拦吗？绝非如此。审核团队一向实行倒班制度，确保7✖️24响应，负责人还可能为事故承担缴纳罚款甚至判处刑罚的责任。\u003C/p>\n\u003Cp>审核团队面临这样大规模的攻击，必然无能为力，又没有立刻关停的权限。\u003C/p>\n\u003Cp>五次机会，五道失守的防线。被攻破一次是技术问题，被攻破至少五次，可以说是系统性的设计问题。\u003C/p>\n\u003Cfigure id=\"attachment_224\" aria-describedby=\"caption-attachment-224\" style=\"width: 300px\" class=\"wp-caption aligncenter\">\u003Cimg loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-224\" src=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210725301-300x118.webp\" alt=\"\" width=\"300\" height=\"118\" srcset=\"https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210725301-300x118.webp 300w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210725301-1024x402.webp 1024w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210725301-768x302.webp 768w, https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210725301.webp 1080w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" />\u003Cfigcaption id=\"caption-attachment-224\" class=\"wp-caption-text\">图源丨应用商城\u003C/figcaption>\u003C/figure>\n\u003Cp>系统不在乎安全。审核不断为增长让步，安全就必然在注册、推荐、审核、决策的每一个环节被牺牲。\u003C/p>\n\u003Cp>就这样，一边是已经进入智能化时代的黑灰产攻击，另一边是不断收窄权限、降低成本的审核部门。如果给快手一个机会，相信他们会调动一切资源，尽一切努力，把风险扼杀在摇篮里。\u003C/p>\n\u003Cp>坏消息是，我们无法回到昨天。\u003C/p>\n\u003Cp>好消息是，对整个行业来说，亡羊补牢，未为晚也。\u003C/p>\n","https://cdn.lawgenesis.cn/new/posts/2026/03/20260310210121566.jpg","2025.12.24","Blog",[12,19,25,31,37,43,49,55,61,66,72,81,89,95,96,103,110,116,122,128],{"id":13,"category":10,"title":14,"excerpt":15,"date":16,"tag":17,"image":18},"361","AI”清朗”专项行动——当”数字泔水”成为政策术语：中国AI监管进入”定义时代”","“清朗·整治AI应用乱象”专项行动共分14类问题，覆盖从模型训练、语料安全、数据投毒、内容标识，到AI生成内容、AI水军、AI产品违规的全链条。","2026.05.26","原创转载","https://cdn.lawgenesis.cn/new/posts/2026/05/20260526143102144.jpg",{"id":20,"category":10,"title":21,"excerpt":22,"date":23,"tag":17,"image":24},"320","2026年第2期网络主播职业合规能力培训班｜缔零科技受邀授课","缔零科技内容风险审查专家连续两期受邀，站在网络安全学堂的讲台上，为创作者们解读通用版《内容安全具体规范与底线清单》。","2026.05.19","https://cdn.lawgenesis.cn/new/posts/2026/05/20260519134119254.png",{"id":26,"category":10,"title":27,"excerpt":28,"date":29,"tag":17,"image":30},"149","在缔零，他们这样想","这里虽然不发猫\n但是警告：\n本群含猫量极高，但比猫更卷的是这群人的战斗力、活力与能力。听听他们怎么说——","2026.03.06","https://cdn.lawgenesis.cn/new/posts/2026/03/20260310181602777.png",{"id":32,"category":10,"title":33,"excerpt":34,"date":35,"tag":17,"image":36},"142","以认知治理为基石，构建内容安全的未来","在人工智能技术日新月异的今天，我们站在了一个历史性的转折点上。当全球科技巨头竞相追逐算力与参数的极限时，我们选择了一条更为本质、也更具挑战性的道路——致力于成为人类认知治理的基石，在确保AI对齐人类福祉的前提下，推动智能技术的安全发展。这不仅是我们的战略选择，更是深植于组织基因中的使命担当。","2026.03.05","https://cdn.lawgenesis.cn/new/posts/2026/03/20260310080209742.png",{"id":38,"category":10,"title":39,"excerpt":40,"date":41,"tag":17,"image":42},"153","48小时警告Seedance，10亿美元押注OpenAI","2026年2月12日，字节跳动正式发布新一代AI视频生成模型Seedance 2.0。这款被业界称为”地表最强“的AI视频工具，上线当天就在中文互联网掀起狂欢。2月14日，华特迪士尼公司向字节跳动发送了一封措辞严厉的停止侵权函。","2026.02.15","https://cdn.lawgenesis.cn/new/posts/2026/03/20260310182006945.png",{"id":44,"category":10,"title":45,"excerpt":46,"date":47,"tag":17,"image":48},"167","“第五堵墙”——AI技术正在模糊真实与创作的最后一道边界。而对我们来说“完成”，或许比“完美”更重要","创作者未提供的信息，AI却”知道“？\n为何技术展示越惊艳，我们越感到不安？\n“先发布后监管“的模式本身就说明了技术的超前与伦理的滞后\n“完成“或许真的大于“完美“","2026.02.11","https://cdn.lawgenesis.cn/new/posts/2026/03/20260310184045616.png",{"id":50,"category":10,"title":51,"excerpt":52,"date":53,"tag":17,"image":54},"136","内容安全：数字文明的隐形基础设施","在万物互联的时代，内容安全已不再是技术领域的专有名词，而是演变为支撑整个数字文明运转的隐形基础设施。它如同城市地下复杂的管网系统，平时无人察觉，一旦失效，整个社会的信息生态将面临崩溃风险。","2026.02.08","https://cdn.lawgenesis.cn/new/posts/2026/03/20260310061656893-scaled.png",{"id":56,"category":10,"title":57,"excerpt":58,"date":59,"tag":17,"image":60},"226","快手被罚1.19亿：过去的“天花板”，未来的“起步价”","2026年2月6日，北京市网信办对快手开出1.191亿元罚单，在金额上创下同类处罚最新纪录。","2026.02.06","https://cdn.lawgenesis.cn/new/posts/2026/03/20260310221948478.png",{"id":62,"category":10,"title":63,"excerpt":64,"date":59,"tag":17,"image":65},"240","RentAHuman：当AI开始”雇佣”人类，是真风口还是新骗局？","“10万人注册，160万访客，AI正在批量雇佣人类！”\n这条消息在科技圈疯传时，\n一个更小的数字被忽略了：40\n这是RentAHuman平台实际连接的AI Agent数量。\n当10万人类挤在服务器门外，刷新着”登录失败”的页面时，门内只有40个算法”雇主”，发布着”测试链接”和”发推文”的任务——单价从3美元到69美元不等，完成率不到1%\n而故事的讲述者，正是一位用”AI辅助编程”在周末搭起整个网站的加密工程师——他自己，也以69美元/小时的价格，注册成了”可租用人类”。","https://cdn.lawgenesis.cn/new/posts/2026/03/20260310223207623.jpg",{"id":67,"category":10,"title":68,"excerpt":69,"date":70,"tag":17,"image":71},"256","审核员，为什么“人见人嫌”？","后信息时代，平台注意力之争愈演愈烈。\n算法循着你的偏好编织信息茧房，框定了你能看到什么；\n而法律法规与平台规则划下红线，界定了你不能看什么。\n那么，是谁或什么将这份“不能看”的准则落到实处？\n答案是内容审核员。\n是他们的一次次浏览、筛查与判断。","2026.01.15","https://cdn.lawgenesis.cn/new/posts/2026/03/20260310224226530.png",{"id":73,"category":74,"title":75,"excerpt":76,"date":77,"tag":78,"image":79,"externalUrl":80},"133","Media","光谷创业咖啡被投企业缔零科技近日完成新一轮数千万元融资，打造“认知安全”新防线。","近日，缔零科技宣布完成新一轮数千万元融资。本轮融资由中南创投、凯风创投、普朗克创投联合投资，资金将主要用于核心产品“缔零法则”的技术迭代、市场生态构建及认知安全社区的建设。","2025.12.31","外部报道","https://cdn.lawgenesis.cn/new/posts/2026/03/20260310060432732.png","http://www.cctime.com/html/2025-12-15/1725330.htm",{"id":82,"category":83,"title":84,"excerpt":85,"date":86,"tag":78,"image":87,"externalUrl":88},"190","Research","缔零科技荣获“武汉杯”第二届北京大学创新创业大赛银奖","2025年12月17日至18日，“武汉杯”第二届北京大学创新创业大赛决赛颁奖仪式在武汉市中国车谷国际体育文化交流中心隆重举行。","2025.12.25","https://cdn.lawgenesis.cn/new/posts/2026/03/20260310193010979.png","https://mp.weixin.qq.com/s/r3WP4PufYbTomUPT7m2AhQ",{"id":90,"category":74,"title":91,"excerpt":92,"date":86,"tag":78,"image":93,"externalUrl":94},"196","光谷创业咖啡被投企业缔零科技近日完成新一轮数千万元融资。","近日，缔零科技宣布完成新一轮数千万元融资。","https://cdn.lawgenesis.cn/new/posts/2026/03/20260310193448549.png","https://www.toutiao.com/article/7583929576884159022/?&source=m_redirect",{"id":4,"category":10,"title":5,"excerpt":6,"date":9,"tag":17,"image":8},{"id":97,"category":74,"title":98,"excerpt":99,"date":100,"tag":78,"image":101,"externalUrl":102},"199","缔零科技完成数千万元Pre-A轮融资","18日讯，近日，一站式内容安全解决方案提供商缔零智源科技（深圳）有限公司完成数千万元Pre-A轮融资，本轮投资方为中南创投、凯风创投、普朗克创投。","2025.12.18","https://cdn.lawgenesis.cn/new/posts/2026/03/20260310203136821.png","https://news.qq.com/rain/a/20251218A072OA00",{"id":104,"category":74,"title":105,"excerpt":106,"date":107,"tag":78,"image":108,"externalUrl":109},"209","专注于打造一站式内容安全解决方案，「缔零科技」完成数千万元融资 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