暴雨背后 读懂武汉AI治理的三层密码
<p style="box-sizing: border-box; -webkit-tap-highlight-color: transparent; margin-top: 1.5em; margin-bottom: 1.5em; padding: 0px; word-break: break-word; text-align: justify; text-indent: 2em; font-size: 18px; line-height: 1.8; color: rgb(51, 51, 51); font-family: -apple-system, BlinkMacSystemFont, Helvetica Neue, Helvetica, Segoe UI, Arial, Roboto, PingFang SC, miui, Hiragino Sans GB, Microsoft Yahei, sans-serif; text-wrap-mode: wrap; background-color: rgb(255, 255, 255);">本月的几轮强降雨中，武汉不少地方累计降雨量超过100毫米。但细心的市民会发现，雨下得猛，城市却没有出现严重积水。这背后，是武汉数智城市管理的“三层密码”。<br style="box-sizing: border-box; -webkit-tap-highlight-color: transparent;"/></p><p style="box-sizing: border-box; -webkit-tap-highlight-color: transparent; margin-top: 1.5em; margin-bottom: 1.5em; padding: 0px; word-break: break-word; text-align: justify; text-indent: 2em; font-size: 18px; line-height: 1.8; color: rgb(51, 51, 51); font-family: -apple-system, BlinkMacSystemFont, Helvetica Neue, Helvetica, Segoe UI, Arial, Roboto, PingFang SC, miui, Hiragino Sans GB, Microsoft Yahei, sans-serif; text-wrap-mode: wrap; background-color: rgb(255, 255, 255);">上午九点，武汉城区的大雨开始落下，在武汉城运中心，万余路视频监控画面实时回传各区域降雨情况，AI智能体5分钟就可锁定百余处积水风险，快速生成图文预警报告，5秒推送至水务、城管、交管等相关部门，工作人员15分钟内赶到现场处置。城市防汛管控，从“人盯屏幕”到“AI发现”，实现了“事后补救”到“事前预警”。</p><p style="box-sizing: border-box; -webkit-tap-highlight-color: transparent; margin-top: 1.5em; margin-bottom: 1.5em; padding: 0px; word-break: break-word; text-align: justify; text-indent: 2em; font-size: 18px; line-height: 1.8; color: rgb(51, 51, 51); font-family: -apple-system, BlinkMacSystemFont, Helvetica Neue, Helvetica, Segoe UI, Arial, Roboto, PingFang SC, miui, Hiragino Sans GB, Microsoft Yahei, sans-serif; text-wrap-mode: wrap; background-color: rgb(255, 255, 255);"><strong style="box-sizing: border-box; -webkit-tap-highlight-color: transparent; font-weight: bold;">武汉市城运中心总工程师 雷新海：</strong>智能体会做一些数据的关联分析，对周边道路的拥堵情况进行一些关联，并且对网上市民一些诉求，都跟智能识别的事件作一个关联，构建了从感知到思考、从发现到预见的完整能力闭环，智能体可以自主感应、自主研判、自主分析、自主反馈。</p><p style="box-sizing: border-box; -webkit-tap-highlight-color: transparent; margin-top: 1.5em; margin-bottom: 1.5em; padding: 0px; word-break: break-word; text-align: justify; text-indent: 2em; font-size: 18px; line-height: 1.8; color: rgb(51, 51, 51); font-family: -apple-system, BlinkMacSystemFont, Helvetica Neue, Helvetica, Segoe UI, Arial, Roboto, PingFang SC, miui, Hiragino Sans GB, Microsoft Yahei, sans-serif; text-wrap-mode: wrap; background-color: rgb(255, 255, 255);">快速处置问题，得益于武汉搭建的三层数字治理体系。底层是“数据骨架”，打通各个部门信息隔阂，给桥梁、涵洞、井盖等三千万个城市设施建立专属电子身份证，各部门数据标准统一、顺畅共享；中层是武汉城市数字孪生操作系统，完整复刻全市三维实景，连上上千个监测点位，实时掌握城市一举一动，相当于城市的“神经中枢”；上层搭载各类智能应用，依靠人工智能识别积水、堵车等各类状况，从头到尾完成处置工作，就像一位全天候在线的城市管家与智慧大脑。</p><p style="box-sizing: border-box; -webkit-tap-highlight-color: transparent; margin-top: 1.5em; margin-bottom: 1.5em; padding: 0px; word-break: break-word; text-align: justify; text-indent: 2em; font-size: 18px; line-height: 1.8; color: rgb(51, 51, 51); font-family: -apple-system, BlinkMacSystemFont, Helvetica Neue, Helvetica, Segoe UI, Arial, Roboto, PingFang SC, miui, Hiragino Sans GB, Microsoft Yahei, sans-serif; text-wrap-mode: wrap; background-color: rgb(255, 255, 255);"><strong style="box-sizing: border-box; -webkit-tap-highlight-color: transparent; font-weight: bold;">武汉云董事长 钟收成：</strong>围绕城市治理的方方面面，我们还是场景驱动，不搞闭门造车，基于现有的数据底座，操作系统不断迭代开发，来做城市治理的场景开发，会实现快速、低成本、轻量化。</p><p style="box-sizing: border-box; -webkit-tap-highlight-color: transparent; margin-top: 1.5em; margin-bottom: 1.5em; padding: 0px; word-break: break-word; text-align: justify; text-indent: 2em; font-size: 18px; line-height: 1.8; color: rgb(51, 51, 51); font-family: -apple-system, BlinkMacSystemFont, Helvetica Neue, Helvetica, Segoe UI, Arial, Roboto, PingFang SC, miui, Hiragino Sans GB, Microsoft Yahei, sans-serif; text-wrap-mode: wrap; background-color: rgb(255, 255, 255);"><span style="box-sizing: border-box; -webkit-tap-highlight-color: transparent; text-indent: 2em;">这套体系由武汉云牵头研发，改变了以往“九龙治水”的局面，实现全城事务统一统筹调度。在2026数字中国创新大赛中，武汉的数字治理成果分别拿下人工智能一等奖、数字城市金奖，是全国唯一包揽两项重磅奖项的城市。</span></p><p style="box-sizing: border-box; -webkit-tap-highlight-color: transparent; margin-top: 1.5em; margin-bottom: 1.5em; padding: 0px; word-break: break-word; text-align: justify; text-indent: 2em; font-size: 18px; line-height: 1.8; color: rgb(51, 51, 51); font-family: -apple-system, BlinkMacSystemFont, Helvetica Neue, Helvetica, Segoe UI, Arial, Roboto, PingFang SC, miui, Hiragino Sans GB, Microsoft Yahei, sans-serif; text-wrap-mode: wrap; background-color: rgb(255, 255, 255);"><strong style="box-sizing: border-box; -webkit-tap-highlight-color: transparent; font-weight: bold;">武汉云董事长 钟收成：</strong>打造一个可复制的、可向全国推广的高效的产品，实现武汉造、全国用的良性循环。</p><p style="box-sizing: border-box; -webkit-tap-highlight-color: transparent; margin-top: 1.5em; margin-bottom: 1.5em; padding: 0px; word-break: break-word; text-align: justify; text-indent: 2em; font-size: 18px; line-height: 1.8; color: rgb(51, 51, 51); font-family: -apple-system, BlinkMacSystemFont, Helvetica Neue, Helvetica, Segoe UI, Arial, Roboto, PingFang SC, miui, Hiragino Sans GB, Microsoft Yahei, sans-serif; text-wrap-mode: wrap; background-color: rgb(255, 255, 255);">眼下，武汉正全力提速数智经济一线城市建设，还将推动AI治理边界从安全应急向城市更新、产业升级、民生服务全面延伸。</p><p style="box-sizing: border-box; -webkit-tap-highlight-color: transparent; margin-top: 1.5em; margin-bottom: 1.5em; padding: 0px; word-break: break-word; text-align: justify; text-indent: 2em; font-size: 18px; line-height: 1.8; color: rgb(51, 51, 51); font-family: -apple-system, BlinkMacSystemFont, Helvetica Neue, Helvetica, Segoe UI, Arial, Roboto, PingFang SC, miui, Hiragino Sans GB, Microsoft Yahei, sans-serif; text-wrap-mode: wrap; background-color: rgb(255, 255, 255);"><strong style="box-sizing: border-box; -webkit-tap-highlight-color: transparent; font-weight: bold;">武汉市城运中心总工程师 雷新海：</strong>下一步要向自主智能迈进，让80%以上的常规事件实现智能体自主分拨，无需人工干预，（同时）确保智能体可控、可信、可追溯。</p><p><br/></p><section style="overflow-wrap: break-word; max-width: 100%; color: rgb(67, 74, 84); font-family: -apple-system-font, Helvetica, PingFang SC, Hiragino Sans GB, Arial, Microsoft YaHei; font-size: 14px; text-wrap-mode: wrap; 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