玩足球的作业本 · 2022年07月30日

2022全球数字经济大会人工智能专场:AI安全受高度关注

7月28日,2022全球数字经济大会人工智能驱动未来产业论坛在北京成功举办。论坛聚焦人工智能技术的演进方向,邀请两院院士、顶尖专家学者、国内外产学研用等多位重量级嘉宾,围绕人工智能在数字经济产业创新中的关键作用等热点议题,共话行业趋势,为推动北京全球数字经济标杆城市建设建言献策。

当前,在全球经济下行压力加大的形势下,数字经济的持续稳定快速发展已经成为全球经济增长的新动能。人工智能作为数字经济七大重点产业之一,是数字经济时代的重要基础设施、关键技术以及赋能引擎,将在“十四五”期间为我国产业转型升级和数字经济发展提供核心驱动力,本次论坛期间,围绕人工智能安全与健康可持续发展话题受高度关注。

北京市经济和信息化局局长张劲松

北京市经济和信息化局局长张劲松在致辞时表示,北京市高度重视人工智能产业发展,近年来发展成效显著,人工智能产业规模位列全国各省市之首。在深入推进人工智能安全风险治理方面,北京市探索建立人工智能融合应用安全风险治理体系,指导开展安全风险评估,提升风险管理能力,同时加快推进人工智能数据治理工作,强化人工智能数据资源的高质量建设、高水平开放与高水平利用,助力构筑北京人工智能安全生态。

在论坛的主旨演讲环节,新加坡工程院院士、新加坡管理大学教授Robert H.Deng,美国加州大学伯克利分校电子工程和计算科学系教授宋晓东分别就“基于人工智能安全的发展战略研究”、“有责可信可控的AI安全体系”等主题进行主题演讲,多层次展现人工智能安全在未来产业发展中的重要作用。Robert H.Deng表示,目前的机器学习系统由于不懂得概念,存在输入攻击、投毒攻击等安全隐患,随着与社会各层面的深度结合,这些攻击将导致严重后果,因此人工智能安全规范和标准的制定及落实是当务之急。

在圆桌论坛环节,瑞莱智慧合伙人、高级副总裁朱萌表示,当前人工智能产业进入高质量发展的新阶段,随着《新一代人工智能伦理规范》《新一代人工智能治理原则——发展负责任的人工智能》等发布,构建人工智能安全发展规范已迎来关键窗口期,“安全可控”成为亟待补全的基础能力,包括解决数据强依赖带来的隐私泄露等隐患,提升算法的可靠性,保证系统有意攻击情况下依然稳定运行,以及深度合成技术应用的合规可控等。

AI安全领域的关键技术研究与突破已成为人工智能产业进一步发展的核心推动力,加强人工智能安全治理体系建设也已成为推动数字经济高质量发展的重大战略支撑。作为清华大学人工智能研究院发起设立的AI企业,瑞莱智慧自创立以来,致力于以安全、可靠、可解释、可扩展的第三代人工智能,创新布局隐私计算、算法攻防、深度伪造检测等前沿赛道,为政务、金融、能源、制造等领域的数智化升级构建安全基准。同时,作为中关村高新技术企业,瑞莱智慧也为首都成为全球数字经济标杆城市贡献力量。

会上,北京人工智能产业联盟和集智未来联合发布“北京国家人工智能创新应用先导区示范案例”,集中展示了北京国家人工智能创新应用先导区建设成果,瑞莱智慧人工智能安全平台RealSafe,从百余个征集案例中脱颖而出、成功入选。

RealSafe是业内首个针对AI系统的“杀毒软件”,通过集成主流及RealAI独有的世界领先AI对抗技术,提供模型安全性量化测评及安全性提升的端到端解决方案,用户在使用中无需任何编程操作。RealSafe支持针对对抗样本攻击、模型后门攻击两类安全风险的检测,提供被测AI模型的安全评分、风险报告,以及多种纵深防御方案。

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40.0002398792L8\Mvc\Server->__construct( $routes = ['@' => 'Page#notFound', '/status.html' => 'null:Page#status', '/robots.txt' => 'null:Page#robots', '/api' => ['post:/article/add' => 'init+login:Api\\Article#add', 'post:/article/edit' => 'init+login:Api\\Article#edit', 'post:/question/add' => 'init+login:Api\\Question#add', 'post:/question/edit' => 'init+login:Api\\Question#edit', 'get:/channel/newest' => 'Api\\Feed?tab=newest#contents', 'get:/channel/hottest' => 'Api\\Feed?tab=hottest#contents', 'get:/channel/recommend' => 'Api\\Feed?tab=recommend#contents', 'get:/channel/subscribed' => 'init+login:Api\\Feed?tab=subscribed#contents', 'get:/channel/[id]/tag/[tagId]' => 'Api\\Feed?tab=newest#contents', 'get:/channel/[id]' => 'Api\\Feed?tab=newest#contents', 'get:/article/newest' => 'Api\\Article?tab=newest#articles', 'get:/article/hottest' => 'Api\\Article?tab=hottest#articles', 'get:/article/recommend' => 'Api\\Article?tab=recommend#articles', 'get:/article/subscribed' => 'Api\\Article?tab=subscribed#articles', 'get:/article/channel/[id]/tag/[tagId]' => 'Api\\Article?tab=channel#articles', 'get:/article/channel/[id]' => 'Api\\Article?tab=channel#articles', 'post:/article/[id]/blog/delete' => 'init+login:Api\\Article#deleteBlog', 'post:/article/[id]/delete' => 'init+login:Api\\Article#delete', 'post:/article/[id]/bookmark' => 'init+login:Api\\Article#bookmark', 'post:/article/[id]/bookmark/cancel' => 'init+login:Api\\Article#cancelBookmark', 'post:/article/[id]/vote/up' => 'init+login:Api\\Article#voteUp', 'post:/article/[id]/vote/up/cancel' => 'init+login:Api\\Article#voteUpCancel', 'post:/article/[id]/recommend' => 'init+login:Api\\Article#recommend', 'post:/article/[id]/recommend/cancel' => 'init+login:Api\\Article#recommendCancel', 'post:/article/[id]/stick' => 'init+login:Api\\Article#stick', 'post:/article/[id]/stick/cancel' => 'init+login:Api\\Article#stickCancel', 'post:/article/[id]/hide' => 'init+login:Api\\Article#hide', 'post:/article/[id]/hide/cancel' => 'init+login:Api\\Article#hideCancel', 'post:/article/[id]/report' => 'init+login:Api\\Article#report', 'post:/article/file' => 'Api\\Storage?type=file#uploadLargeFile', 'get:/question/newest' => 'Api\\Question?tab=newest#questions', 'get:/question/hottest' => 'Api\\Question?tab=hottest#questions', 'get:/question/unanswered' => 'Api\\Question?tab=unanswered#questions', 'get:/question/channel/[id]' => 'Api\\Question?tab=channel#questions', 'post:/question/[id]/delete' => 'init+login:Api\\Question#delete', 'post:/question/[id]/bookmark' => 'init+login:Api\\Question#bookmark', 'post:/question/[id]/bookmark/cancel' => 'init+login:Api\\Question#cancelBookmark', 'post:/question/[id]/vote/up' => 'init+login:Api\\Question#voteUp', 'post:/question/[id]/vote/up/cancel' => 'init+login:Api\\Question#voteUpCancel', 'post:/question/[id]/vote/down' => 'init+login:Api\\Question#voteDown', 'post:/question/[id]/vote/down/cancel' => 'init+login:Api\\Question#voteDownCancel', 'post:/question/[id]/follow' => 'init+login:Api\\Question#follow', 'post:/question/[id]/follow/cancel' => 'init+login:Api\\Question#cancelFollow', 'post:/question/[id]/report' => 'init+login:Api\\Question#report', 'post:/question/[id]/invite' => 'init+login:Api\\Question#invite', 'post:/question/[id]/invite/cancel' => 'init+login:Api\\Question#cancelInvite', 'post:/answer/add' => 'init+login:Api\\Answer#add', 'post:/answer/edit' => 'init+login:Api\\Answer#edit', 'post:/answer/[id]/delete' => 'init+login:Api\\Answer#delete', 'post:/answer/[id]/accept' => 'init+login:Api\\Answer#accept', 'post:/answer/[id]/accept/cancel' => 'init+login:Api\\Answer#acceptCancel', 'post:/answer/[id]/vote/up' => 'init+login:Api\\Answer#voteUp', 'post:/answer/[id]/vote/up/cancel' => 'init+login:Api\\Answer#voteUpCancel', 'post:/answer/[id]/vote/down' => 'init+login:Api\\Answer#voteDown', 'post:/answer/[id]/vote/down/cancel' => 'init+login:Api\\Answer#voteDownCancel', 'post:/answer/[id]/report' => 'init+login:Api\\Answer#report', 'get:/user/[id]/timeline' => 'Api\\User#timeline', 'post:/user/avatar' => 'init+login:Api\\Storage?type=avatar#upload+userAvatar', 'post:/user/register/send' => 'Api\\Account#sendCode', 'post:/user/register' => 'Api\\Account#register', 'post:/user/login' => 'Api\\Account#login', 'post:/user/[id]/follow' => 'init+login:Api\\User#follow', 'post:/user/[id]/follow/cancel' => 'init+login:Api\\User#cancelFollow', 'get:/user/search' => 'init+login:Api\\User#search', 'get:/user/events' => 'init+login:Api\\User#events', 'post:/user/events/viewedAll' => 'init+login:Api\\User#eventsViewedAll', 'post:/user/events/[id]/view' => 'init+login:Api\\User#eventsViewed', 'post:/user/privacy/allowed' => 'init+login:Api\\User#allowedPrivacy', 'post:/user/setting/info' => 'init+login:Api\\Account#infoSetting', 'post:/user/setting/notification' => 'init+login:Api\\Account#notificationSetting', 'post:/user/setting/privacy' => 'init+login:Api\\Account#privacySetting', 'post:/user/setting/mail' => 'init+login:Api\\Account#setMail', 'post:/user/setting/mail/confirm' => 'init+login:Api\\Account#setMailConfirm', 'post:/user/setting/phone' => 'init+login:Api\\Account#setPhone', 'post:/user/setting/phone/confirm' => 'init+login:Api\\Account#setPhoneConfirm', 'post:/user/setting/password' => 'init+login:Api\\Account#setPassword', 'post:/user/password/reset' => 'Api\\Account#resetPassword', 'post:/user/password/reset/proceed' => 'Api\\Account#resetPasswordProceed', 'post:/user/password/reset/confirm' => 'Api\\Account#resetPasswordConfirm', 'post:/user/[id]/report' => 'init+login:Api\\Comment#report', 'get:/blog/[id]/articles' => 'Api\\Article?tab=blog#articles', 'get:/blog/[id]/contents' => 'Api\\Blog#blog+contents', 'post:/blog/[id]/avatar' => 'init+login:Api\\Storage?type=avatar#upload+blogAvatar', 'post:/blog/add' => 'init+login:Api\\Blog#add', 'post:/blog/[id]/edit' => 'init+login:Api\\Blog#edit', 'post:/blog/[id]/follow' => 'init+login:Api\\Blog#follow', 'post:/blog/[id]/follow/cancel' => 'init+login:Api\\Blog#cancelFollow', 'post:/blog/[id]/author/invite' => 'init+login:Api\\BlogAuthor#invite', 'post:/blog/[id]/author/confirm' => 'init+login:Api\\BlogAuthor#confirm', 'post:/blog/[id]/author/refuse' => 'init+login:Api\\BlogAuthor#refuse', 'post:/blog/[id]/author/delete' => 'init+login:Api\\BlogAuthor#delete', 'post:/blog/[id]/author/change' => 'init+login:Api\\BlogAuthor#change', 'get:/comment/list/[id]' => 'Api\\Comment#comments', 'post:/comment/add' => 'init+login:Api\\Comment#add', 'post:/comment/edit' => 'init+login:Api\\Comment#edit', 'post:/comment/[id]/delete' => 'init+login:Api\\Comment#delete', 'post:/comment/[id]/vote/up' => 'init+login:Api\\Comment#voteUp', 'post:/comment/[id]/vote/up/cancel' => 'init+login:Api\\Comment#voteUpCancel', 'post:/comment/[id]/report' => 'init+login:Api\\Comment#report', 'post:/tag/add' => 'init+login:Api\\Tag#add', 'post:/tag/edit' => 'init+login:Api\\Tag#edit', 'get:/tag/default' => 'Api\\Tag#defaultTags', 'post:/tag/[id]/follow' => 'init+login:Api\\Tag#follow', 'post:/tag/[id]/follow/cancel' => 'init+login:Api\\Tag#cancelFollow', 'get:/reason/[model]/[method]' => 'init+login:Api\\Reason#getReasons', 'post:/storage/image' => 'init+login:Api\\Storage?type=image#upload+image', 'get:/storage/signature/upyun' => 'init+login:Api\\Storage?type=file#getUpyunSignature', 'get:/storage/signature' => 'init+login:Api\\Storage?type=file#getAliyunSignature', 'post:/storage/signature/qiniu' => 'init+login:Api\\Storage?type=file#getQiniuSignature', 'get:/wechat/events' => 'Api\\Wechat#events', 'post:/wechat/events' => 'Api\\Wechat#events', 'get:/wechat/menu' => 'Api\\Wechat#menu', 'get:/wechat/qrcode' => 'Api\\Wechat#qrcode', 'get:/wechat/checkLogin' => 'Api\\Wechat#checkLogin', 'post:/l/add' => 'init+login:Api\\Live#add', 'post:/l/[id]/edit' => 'init+login:Api\\Live#edit', 'post:/l/[id]/delete' => 'init+login:Api\\Live#delete', 'post:/l/[id]/finish' => 'init+login:Api\\Live#finish', 'post:/l/[id]/continue' => 'init+login:Api\\Live#continue', 'post:/l/[id]/setPlayback' => 'init+login:Api\\Live#setPlayback', 'post:/l/[id]/setPlayback/cancel' => 'init+login:Api\\Live#cancelPlayback', 'post:/l/sign' => 'init+login:Api\\Live#sign', 'post:/l/[id]/stick' => 'init+login:Api\\Live#stick', 'post:/l/[id]/stick/cancel' => 'init+login:Api\\Live#stickCancel', 'post:/l/[id]/hide' => 'init+login:Api\\Live#hide', 'post:/l/[id]/hide/cancel' => 'init+login:Api\\Live#hideCancel', 'get:/l/[id]/learntime' => 'init+login:Api\\Live#learntime', 'get:/polyv/[vid]/token' => 'init+login:Api\\Live#polyvToken', ...], '/' => 'Index?tab=newest#block+index', '/newest' => 'Index?tab=newest#block+index', '/hottest' => 'Index?tab=hottest#block+index', '/subscribed' => 'init+login:Index?tab=subscribed#block+index', '/channel/[slug]/tag/[tag]' => 'Index?tab=channel#block+index', '/channel/[slug]' => 'Index?tab=channel#block+index', '/channel/[slug]/articles' => 'Article?tab=channel#block+index', '/channel/[slug]/questions' => 'Question?tab=channel#block+index', '/search' => 'Index#search', '/a/[id]' => 'Article#detail', '/a/[id]/downloads' => 'init+login:Article#downloadRecord', '/a/[id]/exportDownloads' => 'init+login:Article#exportDownloadRecord', '/a/[id]/edit' => 'init+login:Article#write', '/write' => 'init+login:Article#write', '/blogs/channel/[slug]' => 'Blog#index', '/blogs' => 'Blog#index', '/blog/[slug]' => 'Blog#blog+detail', '/blog/[slug]/setting' => 'init+login:Blog#blog+setting', '/questions' => 'Question?tab=newest#block+index', '/questions/newest' => 'Question?tab=newest#block+index', '/questions/hottest' => 'Question?tab=hottest#block+index', '/questions/unanswered' => 'Question?tab=unanswered#block+index', '/questions/channel/[slug]/tag/[tag]' => 'Question?tab=channel#block+index', '/questions/channel/[slug]' => 'Question?tab=channel#block+index', '/q/[id]' => 'Question#detail', '/q/[id]/edit' => 'init+login:Question#write', '/ask' => 'init+login:Question#write', '/q/[id]/answer/[aid]' => 'init+login:Question#detail', '/q/[id]/answer/[aid]/edit' => 'init+login:Question#answerEdit', '/events' => 'Activity?tab=newest#cities+index', '/events/newest' => 'Activity?tab=newest#cities+index', '/events/mine' => 'Activity?tab=mine#cities+index', '/events/signed' => 'Activity?tab=signed#cities+index', '/events/city/[city]' => 'Activity#cities+index', '/events/write' => 'init+login:Activity#write', '/e/[id]/edit' => 'init+login:Activity#write', '/e/[id]/join' => 'init+login:Activity#join', '/e/[id]/members' => 'init+login:Activity#members', '/e/[id]/members-hook' => 'init+login:Activity#membersHook', '/e/[id]/exportMembers' => 'init+login:Activity#exportMembers', '/e/[id]/exportMembersHook' => 'init+login:Activity#exportMembersHook', '/e/[id]' => 'Activity#detail', '/t/[slug]' => 'Tag#tag+block+index', '/t/[slug]/questions' => 'Tag#tag+block+questions', '/t/[slug]/articles' => 'Tag#tag+block+articles', '/u/[slug]' => 'User#user+index', '/u/[slug]/questions' => 'User#user+questions', '/u/[slug]/answers' => 'User#user+answers', '/u/[slug]/articles' => 'User#user+articles', '/u/[slug]/articles/trash' => 'User#user+trashedArticles', '/u/[slug]/[type]/following' => 'User#user+following', '/u/[slug]/fans' => 'User#user+fans', '/u/[slug]/bookmarks' => 'User#user+bookmarks', '/u/[slug]/ranks' => 'User#user+ranks', '/user/events' => 'init+login:User#events', '/user/captcha' => 'User#captcha', '/login' => 'Account#login', '/register' => 'Account#login', '/user/password' => 'Account#password', '/user/settings' => 'init+login:Account#settings', '/user/security' => 'init+login:Account#security', '/logout' => 'init+login:Account#logout', '/user/oauth/[type]?code' => 'OAuth#config+oAuth2Token', '/user/oauth/[type]' => 'OAuth#config+redirect', '/user/binding/[id]/[type]/cancel' => 'init+login:Account#bindingCancel', '/user/[id]/change' => 'init+login:Account#change', '/user/change/cancel' => 'init+login:Account#cancelChange', '/user/mail/unsubscribe' => 'User#unsubscribeMail', '/about' => 'Page#about', '/privacy' => 'Page#privacy', '/tos' => 'Page#tos', '/rules' => 'Page#rules', '/help' => 'Page#help', '/links' => 'Page#links', '/referer' => 'Page#referer', '/MP_verify_qFSAa4qd4Ri3EJOr.txt' => 'Page?title=qFSAa4qd4Ri3EJOr#text', '/ByteDanceVerify.html' => 'Page?title=Zd3BnU%2BycRCDS4Z3WT3X#html', '/sogousiteverification.txt' => 'Page?title=CHuGWalK2x#text', '/img/[id]' => 'Storage#image', '/file/[id]' => 'init+login:Storage#file', '/lives' => 'Live#index', '/lives/mine' => 'init+login:Live?tab=mine#index', '/lives/add' => 'init+login:Live#write', '/l/[id]/edit' => 'init+login:Live#write', '/l/[id]/members' => 'init+login:Live#members', '/l/[id]/exportMembers' => 'init+login:Live#exportMembers', '/l/[id]/learns' => 'init+login:Live#learns', '/l/[id]/exportLearns' => 'init+login:Live#exportLearns', '/l/[id]/cover' => 'Live#cover', '/l/[id]' => 'Live#detail', '/l/[id]/join' => 'Live#join', '/weblive/[id]' => 'Live#weblive', '/download' => 'File#block+index', '/download/apply' => 'init+login:File#apply', '/drafts' => 'init+login:Draft#index', '/topics' => 'Explore#index', '/topic/[id]' => 'Explore#detail', '/link' => 'Link#redirect', '/stopics/zhouyinpu' => 'Stopics#zhouyinpu', '/stopics/xingchencpu' => 'Stopics#xingchencpu', '/stopics/aliyun-yitian' => 'Stopics#yitian', '/stopics/avh-on-baidu-cloud' => 'Stopics#avh', '/stopics/anolis-os' => 'Stopics#anolis', '/ailab' => 'AILab#index', '/ailab/models/[id]' => 'AILab#detail', '/ailab/models' => 'AILab#models', '/books' => 'Read#index', '/search_sitemap/aijishu.txt' => 'Index#sitemapRedirect', '/search_sitemap/aijishu.xml' => 'Index#sitemap', 'send_mail' => 'Cli\\Queue#mail', 'send_marketing_mail' => 'Cli\\Queue#marketingMail', 'send_sms' => 'Cli\\Queue#aliSms', 'ranking' => 'Cli\\Ranking#ranking', 'import_tags' => 'Cli\\Import#tags', 'import_feed' => 'Cli\\Import#feed', 'hot_questions' => 'Cli\\Hot#questions', 'hot_articles' => 'Cli\\Hot#articles', 'wechat_events' => 'Cli\\WechatEventsQueue#events', 'update_live_status' => 'Cli\\Live#updateLivesStatus', 'update_affiliate' => 'Cli\\Affiliate#update', 'generateUser' => 'Cli\\GenerateUser#run', 'generateUserSF' => 'Cli\\GenerateUserSF#run', 'resetName' => 'Cli\\GenerateUserSF#resetName', 'activity_coming' => 'Cli\\Activity#notification', ...] ).../App.php:71
50.0003399840L8\Mvc\Server::serve( $controller = 'Article#detail', $request = class L8\Mvc\Request { private $_ip = '216.73.216.241'; private $_acceptLangs = FALSE; private $_baseUrl = ''; private $_pathInfo = '/a/1060000000343482'; private $_method = NULL; private $_requestUri = '/a/1060000000343482'; private $_requestRoot = NULL; private $_referer = NULL; private $_isSecure = NULL; private $_isMobile = NULL; private $_jsonParams = []; private $_params = ['id' => '1060000000343482']; private $_isCli = FALSE; private $_route = '/a/[id]' }, $response = class L8\Mvc\Response { private $_httpCode = [100 => 'Continue', 101 => 'Switching Protocols', 200 => 'OK', 201 => 'Created', 202 => 'Accepted', 203 => 'Non-Authoritative Information', 204 => 'No Content', 205 => 'Reset Content', 206 => 'Partial Content', 300 => 'Multiple Choices', 301 => 'Moved Permanently', 302 => 'Found', 303 => 'See Other', 304 => 'Not Modified', 305 => 'Use Proxy', 307 => 'Temporary Redirect', 400 => 'Bad Request', 401 => 'Unauthorized', 402 => 'Payment Required', 403 => 'Forbidden', 404 => 'Not Found', 405 => 'Method Not Allowed', 406 => 'Not Acceptable', 407 => 'Proxy Authentication Required', 408 => 'Request Timeout', 409 => 'Conflict', 410 => 'Gone', 411 => 'Length Required', 412 => 'Precondition Failed', 413 => 'Request Entity Too Large', 414 => 'Request-URI Too Long', 415 => 'Unsupported Media Type', 416 => 'Requested Range Not Satisfiable', 417 => 'Expectation Failed', 500 => 'Internal Server Error', 501 => 'Not Implemented', 502 => 'Bad Gateway', 503 => 'Service Unavailable', 504 => 'Gateway Timeout', 505 => 'HTTP Version Not Supported']; private $_cookies = [0 => [...]]; private $_statusCode = 200; private $_charset = 'UTF-8'; private $_contentType = 'text/html'; private $_headers = []; private $_result = class Ent\Result\Twig { private $_data = [...]; private $_template = 'article/detail.twig'; private ${L8\Mvc\Result\AbstractResult}_event = class L8\Mvc\Controller\ControllerEvent { ... } } }, $respond = ??? ).../Server.php:47
60.01301087656L8\Mvc\Response->respond( ).../Server.php:183
70.01301087888Ent\Result\Twig->render( ).../Response.php:149
80.01371129768Twig\Environment->display( $name = 'article/detail.twig', $context = ['article' => class Ent\Value\Article { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 1; private ${L8\Mvc\Value\AbstractValue}_multi = FALSE; private $statusText = [...] }, 'title' => '2022全球数字经济大会人工智能专场:AI安全受高度关注', 'commentList' => class Ent\Value\Comment { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 0; private ${L8\Mvc\Value\AbstractValue}_multi = TRUE }, 'excerpt' => '7月28日,2022全球数字经济大会人工智能驱动未来产业论坛在北京成功举办。论坛聚焦人工智能技术的演进方向,邀请两院院士、顶尖专家学者、国内外产学研用等多位重量级嘉宾,围绕人工智能在数字经济产业创新中的关键作用等热点议题,共话行业趋势,为推动北京全球数字经济标杆城市建设建言献策。', 'relations' => class Ent\Value\Article { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 6; private ${L8\Mvc\Value\AbstractValue}_length = 6; private ${L8\Mvc\Value\AbstractValue}_multi = TRUE; private $statusText = [...] }, 'EntKeywords' => '人工智能', 'allowDownload' => FALSE, 'downloadLimitType' => 'task', 'pageName' => 'detail', 'wechatQrcode' => 'https://mp.weixin.qq.com/cgi-bin/showqrcode?ticket=gQEh8DwAAAAAAAAAAS5odHRwOi8vd2VpeGluLnFxLmNvbS9xLzAycllVQkFMREhjdkMxZXR5dk5IY3cAAgSdVfhqAwQAjScA', 'signPackage' => ['appId' => 'wxd2f93f15c9e73adc', 'nonceStr' => 'nqSnqXO4AgRmrYG0', 'timestamp' => 1794666600, 'url' => 'https://community.aijishu.com/a/1060000000343482', 'signature' => 'cfbfba751fa9d47bed74b6fc809e48cd25831957', 'rawString' => 'jsapi_ticket=LIKLckvwlJT9cWIhEQTwfOR0M1-ny5w7fa1RhaCvcWZR2Njwk3PPcRC19OHkZ7gPxHfTIZobf0nR9UJ9qb9XzQ&noncestr=nqSnqXO4AgRmrYG0&timestamp=1794666600&url=https://community.aijishu.com/a/1060000000343482'], 'CSRFToken' => '606367152ecdd416db447475dbe1530b', 'links' => class Ent\Value\Link { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 22; private ${L8\Mvc\Value\AbstractValue}_multi = TRUE }, 'wxLogin' => 'https://open.weixin.qq.com/connect/qrconnect?appid=wx28bb22f416bf4d6b&redirect_uri=https%3A%2F%2Fcommunity.aijishu.com%2Fuser%2Foauth%2Fwechat&scope=snsapi_login&self_redirect=false&login_type=jssdk&style=dark&https://cdn-assets.aijishu.com/v-29880a42/public/wx-qrcode.css', 'wxLoginParams' => ['id' => 'wx-login-qrcode', 'appid' => 'wx28bb22f416bf4d6b', 'scope' => 'snsapi_login', 'redirect_uri' => 'https%3A%2F%2Fcommunity.aijishu.com%2Fuser%2Foauth%2Fwechat', 'state' => '', 'style' => 'dark', 'href' => 'https://cdn-assets.aijishu.com/v-29880a42/public/wx-qrcode.css']] ).../Twig.php:58
90.01401138752Twig\TemplateWrapper->display( $context = ['article' => class Ent\Value\Article { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 1; private ${L8\Mvc\Value\AbstractValue}_multi = FALSE; private $statusText = [...] }, 'title' => '2022全球数字经济大会人工智能专场:AI安全受高度关注', 'commentList' => class Ent\Value\Comment { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 0; private ${L8\Mvc\Value\AbstractValue}_multi = TRUE }, 'excerpt' => '7月28日,2022全球数字经济大会人工智能驱动未来产业论坛在北京成功举办。论坛聚焦人工智能技术的演进方向,邀请两院院士、顶尖专家学者、国内外产学研用等多位重量级嘉宾,围绕人工智能在数字经济产业创新中的关键作用等热点议题,共话行业趋势,为推动北京全球数字经济标杆城市建设建言献策。', 'relations' => class Ent\Value\Article { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 6; private ${L8\Mvc\Value\AbstractValue}_length = 6; private ${L8\Mvc\Value\AbstractValue}_multi = TRUE; private $statusText = [...] }, 'EntKeywords' => '人工智能', 'allowDownload' => FALSE, 'downloadLimitType' => 'task', 'pageName' => 'detail', 'wechatQrcode' => 'https://mp.weixin.qq.com/cgi-bin/showqrcode?ticket=gQEh8DwAAAAAAAAAAS5odHRwOi8vd2VpeGluLnFxLmNvbS9xLzAycllVQkFMREhjdkMxZXR5dk5IY3cAAgSdVfhqAwQAjScA', 'signPackage' => ['appId' => 'wxd2f93f15c9e73adc', 'nonceStr' => 'nqSnqXO4AgRmrYG0', 'timestamp' => 1794666600, 'url' => 'https://community.aijishu.com/a/1060000000343482', 'signature' => 'cfbfba751fa9d47bed74b6fc809e48cd25831957', 'rawString' => 'jsapi_ticket=LIKLckvwlJT9cWIhEQTwfOR0M1-ny5w7fa1RhaCvcWZR2Njwk3PPcRC19OHkZ7gPxHfTIZobf0nR9UJ9qb9XzQ&noncestr=nqSnqXO4AgRmrYG0&timestamp=1794666600&url=https://community.aijishu.com/a/1060000000343482'], 'CSRFToken' => '606367152ecdd416db447475dbe1530b', 'links' => class Ent\Value\Link { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 22; private ${L8\Mvc\Value\AbstractValue}_multi = TRUE }, 'wxLogin' => 'https://open.weixin.qq.com/connect/qrconnect?appid=wx28bb22f416bf4d6b&redirect_uri=https%3A%2F%2Fcommunity.aijishu.com%2Fuser%2Foauth%2Fwechat&scope=snsapi_login&self_redirect=false&login_type=jssdk&style=dark&https://cdn-assets.aijishu.com/v-29880a42/public/wx-qrcode.css', 'wxLoginParams' => ['id' => 'wx-login-qrcode', 'appid' => 'wx28bb22f416bf4d6b', 'scope' => 'snsapi_login', 'redirect_uri' => 'https%3A%2F%2Fcommunity.aijishu.com%2Fuser%2Foauth%2Fwechat', 'state' => '', 'style' => 'dark', 'href' => 'https://cdn-assets.aijishu.com/v-29880a42/public/wx-qrcode.css']] ).../Environment.php:291
100.01401138752Twig\Template->display( $context = ['article' => class Ent\Value\Article { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 1; private ${L8\Mvc\Value\AbstractValue}_multi = FALSE; private $statusText = [...] }, 'title' => '2022全球数字经济大会人工智能专场:AI安全受高度关注', 'commentList' => class Ent\Value\Comment { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 0; private ${L8\Mvc\Value\AbstractValue}_multi = TRUE }, 'excerpt' => '7月28日,2022全球数字经济大会人工智能驱动未来产业论坛在北京成功举办。论坛聚焦人工智能技术的演进方向,邀请两院院士、顶尖专家学者、国内外产学研用等多位重量级嘉宾,围绕人工智能在数字经济产业创新中的关键作用等热点议题,共话行业趋势,为推动北京全球数字经济标杆城市建设建言献策。', 'relations' => class Ent\Value\Article { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 6; private ${L8\Mvc\Value\AbstractValue}_length = 6; private ${L8\Mvc\Value\AbstractValue}_multi = TRUE; private $statusText = [...] }, 'EntKeywords' => '人工智能', 'allowDownload' => FALSE, 'downloadLimitType' => 'task', 'pageName' => 'detail', 'wechatQrcode' => 'https://mp.weixin.qq.com/cgi-bin/showqrcode?ticket=gQEh8DwAAAAAAAAAAS5odHRwOi8vd2VpeGluLnFxLmNvbS9xLzAycllVQkFMREhjdkMxZXR5dk5IY3cAAgSdVfhqAwQAjScA', 'signPackage' => ['appId' => 'wxd2f93f15c9e73adc', 'nonceStr' => 'nqSnqXO4AgRmrYG0', 'timestamp' => 1794666600, 'url' => 'https://community.aijishu.com/a/1060000000343482', 'signature' => 'cfbfba751fa9d47bed74b6fc809e48cd25831957', 'rawString' => 'jsapi_ticket=LIKLckvwlJT9cWIhEQTwfOR0M1-ny5w7fa1RhaCvcWZR2Njwk3PPcRC19OHkZ7gPxHfTIZobf0nR9UJ9qb9XzQ&noncestr=nqSnqXO4AgRmrYG0&timestamp=1794666600&url=https://community.aijishu.com/a/1060000000343482'], 'CSRFToken' => '606367152ecdd416db447475dbe1530b', 'links' => class Ent\Value\Link { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 22; private ${L8\Mvc\Value\AbstractValue}_multi = TRUE }, 'wxLogin' => 'https://open.weixin.qq.com/connect/qrconnect?appid=wx28bb22f416bf4d6b&redirect_uri=https%3A%2F%2Fcommunity.aijishu.com%2Fuser%2Foauth%2Fwechat&scope=snsapi_login&self_redirect=false&login_type=jssdk&style=dark&https://cdn-assets.aijishu.com/v-29880a42/public/wx-qrcode.css', 'wxLoginParams' => ['id' => 'wx-login-qrcode', 'appid' => 'wx28bb22f416bf4d6b', 'scope' => 'snsapi_login', 'redirect_uri' => 'https%3A%2F%2Fcommunity.aijishu.com%2Fuser%2Foauth%2Fwechat', 'state' => '', 'style' => 'dark', 'href' => 'https://cdn-assets.aijishu.com/v-29880a42/public/wx-qrcode.css']], $blocks = [] ).../TemplateWrapper.php:47
110.01401138752Twig\Template->displayWithErrorHandling( $context = ['article' => class Ent\Value\Article { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 1; private ${L8\Mvc\Value\AbstractValue}_multi = FALSE; private $statusText = [...] }, 'title' => '2022全球数字经济大会人工智能专场:AI安全受高度关注', 'commentList' => class Ent\Value\Comment { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 0; private ${L8\Mvc\Value\AbstractValue}_multi = TRUE }, 'excerpt' => '7月28日,2022全球数字经济大会人工智能驱动未来产业论坛在北京成功举办。论坛聚焦人工智能技术的演进方向,邀请两院院士、顶尖专家学者、国内外产学研用等多位重量级嘉宾,围绕人工智能在数字经济产业创新中的关键作用等热点议题,共话行业趋势,为推动北京全球数字经济标杆城市建设建言献策。', 'relations' => class Ent\Value\Article { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 6; private ${L8\Mvc\Value\AbstractValue}_length = 6; private ${L8\Mvc\Value\AbstractValue}_multi = TRUE; private $statusText = [...] }, 'EntKeywords' => '人工智能', 'allowDownload' => FALSE, 'downloadLimitType' => 'task', 'pageName' => 'detail', 'wechatQrcode' => 'https://mp.weixin.qq.com/cgi-bin/showqrcode?ticket=gQEh8DwAAAAAAAAAAS5odHRwOi8vd2VpeGluLnFxLmNvbS9xLzAycllVQkFMREhjdkMxZXR5dk5IY3cAAgSdVfhqAwQAjScA', 'signPackage' => ['appId' => 'wxd2f93f15c9e73adc', 'nonceStr' => 'nqSnqXO4AgRmrYG0', 'timestamp' => 1794666600, 'url' => 'https://community.aijishu.com/a/1060000000343482', 'signature' => 'cfbfba751fa9d47bed74b6fc809e48cd25831957', 'rawString' => 'jsapi_ticket=LIKLckvwlJT9cWIhEQTwfOR0M1-ny5w7fa1RhaCvcWZR2Njwk3PPcRC19OHkZ7gPxHfTIZobf0nR9UJ9qb9XzQ&noncestr=nqSnqXO4AgRmrYG0&timestamp=1794666600&url=https://community.aijishu.com/a/1060000000343482'], 'CSRFToken' => '606367152ecdd416db447475dbe1530b', 'links' => class Ent\Value\Link { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 22; private ${L8\Mvc\Value\AbstractValue}_multi = TRUE }, 'wxLogin' => 'https://open.weixin.qq.com/connect/qrconnect?appid=wx28bb22f416bf4d6b&redirect_uri=https%3A%2F%2Fcommunity.aijishu.com%2Fuser%2Foauth%2Fwechat&scope=snsapi_login&self_redirect=false&login_type=jssdk&style=dark&https://cdn-assets.aijishu.com/v-29880a42/public/wx-qrcode.css', 'wxLoginParams' => ['id' => 'wx-login-qrcode', 'appid' => 'wx28bb22f416bf4d6b', 'scope' => 'snsapi_login', 'redirect_uri' => 'https%3A%2F%2Fcommunity.aijishu.com%2Fuser%2Foauth%2Fwechat', 'state' => '', 'style' => 'dark', 'href' => 'https://cdn-assets.aijishu.com/v-29880a42/public/wx-qrcode.css']], $blocks = ['main' => [0 => class __TwigTemplate_4e1c94b12692330a0be02a0a30ed84d76a3eb1de7ec5852532698a907f6a2fbc { ... }, 1 => 'block_main'], 'footer' => [0 => class __TwigTemplate_4e1c94b12692330a0be02a0a30ed84d76a3eb1de7ec5852532698a907f6a2fbc { ... }, 1 => 'block_footer']] ).../Template.php:369
120.01401138752__TwigTemplate_4e1c94b12692330a0be02a0a30ed84d76a3eb1de7ec5852532698a907f6a2fbc->doDisplay( $context = ['article' => class Ent\Value\Article { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 1; private ${L8\Mvc\Value\AbstractValue}_multi = FALSE; private $statusText = [...] }, 'title' => '2022全球数字经济大会人工智能专场:AI安全受高度关注', 'commentList' => class Ent\Value\Comment { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 0; private ${L8\Mvc\Value\AbstractValue}_multi = TRUE }, 'excerpt' => '7月28日,2022全球数字经济大会人工智能驱动未来产业论坛在北京成功举办。论坛聚焦人工智能技术的演进方向,邀请两院院士、顶尖专家学者、国内外产学研用等多位重量级嘉宾,围绕人工智能在数字经济产业创新中的关键作用等热点议题,共话行业趋势,为推动北京全球数字经济标杆城市建设建言献策。', 'relations' => class Ent\Value\Article { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 6; private ${L8\Mvc\Value\AbstractValue}_length = 6; private ${L8\Mvc\Value\AbstractValue}_multi = TRUE; private $statusText = [...] }, 'EntKeywords' => '人工智能', 'allowDownload' => FALSE, 'downloadLimitType' => 'task', 'pageName' => 'detail', 'wechatQrcode' => 'https://mp.weixin.qq.com/cgi-bin/showqrcode?ticket=gQEh8DwAAAAAAAAAAS5odHRwOi8vd2VpeGluLnFxLmNvbS9xLzAycllVQkFMREhjdkMxZXR5dk5IY3cAAgSdVfhqAwQAjScA', 'signPackage' => ['appId' => 'wxd2f93f15c9e73adc', 'nonceStr' => 'nqSnqXO4AgRmrYG0', 'timestamp' => 1794666600, 'url' => 'https://community.aijishu.com/a/1060000000343482', 'signature' => 'cfbfba751fa9d47bed74b6fc809e48cd25831957', 'rawString' => 'jsapi_ticket=LIKLckvwlJT9cWIhEQTwfOR0M1-ny5w7fa1RhaCvcWZR2Njwk3PPcRC19OHkZ7gPxHfTIZobf0nR9UJ9qb9XzQ&noncestr=nqSnqXO4AgRmrYG0&timestamp=1794666600&url=https://community.aijishu.com/a/1060000000343482'], 'CSRFToken' => '606367152ecdd416db447475dbe1530b', 'links' => class Ent\Value\Link { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 22; private ${L8\Mvc\Value\AbstractValue}_multi = TRUE }, 'wxLogin' => 'https://open.weixin.qq.com/connect/qrconnect?appid=wx28bb22f416bf4d6b&redirect_uri=https%3A%2F%2Fcommunity.aijishu.com%2Fuser%2Foauth%2Fwechat&scope=snsapi_login&self_redirect=false&login_type=jssdk&style=dark&https://cdn-assets.aijishu.com/v-29880a42/public/wx-qrcode.css', 'wxLoginParams' => ['id' => 'wx-login-qrcode', 'appid' => 'wx28bb22f416bf4d6b', 'scope' => 'snsapi_login', 'redirect_uri' => 'https%3A%2F%2Fcommunity.aijishu.com%2Fuser%2Foauth%2Fwechat', 'state' => '', 'style' => 'dark', 'href' => 'https://cdn-assets.aijishu.com/v-29880a42/public/wx-qrcode.css']], $blocks = ['main' => [0 => class __TwigTemplate_4e1c94b12692330a0be02a0a30ed84d76a3eb1de7ec5852532698a907f6a2fbc { ... }, 1 => 'block_main'], 'footer' => [0 => class __TwigTemplate_4e1c94b12692330a0be02a0a30ed84d76a3eb1de7ec5852532698a907f6a2fbc { ... }, 1 => 'block_footer']] ).../Template.php:396
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190.03241415832L8\Mvc\Value\AbstractValue->__get( $name = 'descriptionExcerpt' ).../CoreExtension.php:1451
200.03241416312call_user_func_array:{/Data/webapps/aijishu/lib/L8/Mvc/Value/AbstractValue.php:198}( $function_name = [0 => class Ent\Value\User { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 1; private ${L8\Mvc\Value\AbstractValue}_multi = FALSE; private $_avatarPrefix = 'https://cdn-avatar.aijishu.com'; private $statusText = [...] }, 1 => 'getDescriptionExcerpt'], $parameters = [] ).../AbstractValue.php:198
210.03241416400Ent\Value\User->getDescriptionExcerpt( $limit = ??? ).../AbstractValue.php:198
220.03241416408L8\Mvc\Value\AbstractValue->__get( $name = 'descriptionText' ).../DescriptionTrait.php:25
230.03241416888call_user_func_array:{/Data/webapps/aijishu/lib/L8/Mvc/Value/AbstractValue.php:198}( $function_name = [0 => class Ent\Value\User { private ${L8\Mvc\Value\AbstractValue}_originalData = [...]; private ${L8\Mvc\Value\AbstractValue}_data = [...]; private ${L8\Mvc\Value\AbstractValue}_pos = 0; private ${L8\Mvc\Value\AbstractValue}_length = 1; private ${L8\Mvc\Value\AbstractValue}_multi = FALSE; private $_avatarPrefix = 'https://cdn-avatar.aijishu.com'; private $statusText = [...] }, 1 => 'getDescriptionText'], $parameters = [] ).../AbstractValue.php:198
240.03241416976Ent\Value\User->getDescriptionText( ).../AbstractValue.php:198
250.03241416984Util::markdown( $text = NULL ).../DescriptionTrait.php:14
260.03251419488HyperDown\Parser->makeHtml( $text = NULL ).../Util.php:76
270.03251427656HyperDown\Parser->initText( $text = NULL ).../Parser.php:159