Symfony Profiler

"_format=html&_locale=en&_controller=App%5CStartPlatz%5CBundle%5CWebsiteBundle%5CController%5CDefaultController%3A%3AmenuTailwindAction"

"App\StartPlatz\Bundle\WebsiteBundle\Controller\DefaultController::menuTailwindAction"

"html"

"en"

"0d1963"

"https://www.staging.startplatz.de/startup-wiki/fei-fei-li"

"*/*"

"ISO-8859-1,utf-8;q=0.7,*;q=0.7"

"gzip, br, zstd, deflate"

"en-us,en;q=0.5"

"main_deauth_profile_token=dabc06"

"www.staging.startplatz.de"

"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"

"216.73.216.87, 172.22.0.12"

"www.staging.startplatz.de"

"443"

"https"

"c7c6e7953db4"

"0"

"216.73.216.87"

"no-cache, private"

"Fri, 07 Aug 2026 13:46:01 GMT"

"e07f6a"

"dabc06"

""

"https://91-98-152-15.sslip.io"

"187719847589952"

"2L0-UBEtXjD-ODU3On8eqJrZPFY"

"startplatz"

"cloudinary://187719847589952:2L0-UBEtXjD-ODU3On8eqJrZPFY@startplatz"

"cron_sp_X9kM4nQ7pR2sT6vW8yB1"

""

""

"flock"

""

""

""

""

""

""

""

""

""

"STARTPLATZ"

"eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCIsImtpZCI6InBsZW8tb3BlbmFwaS1wcm9kdWN0aW9uIn0.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.eskzOV1wxUCFvywF1toHuc7SiOPx3UAottMTrHjgq8eg1gPkGCtx1tWqJD1lQkPFTz1xg1mvqDFiRG1L9x0KsRxJDuZZmAhdCeqYXX-jHjuhcb30jIbxV-I8hK9PleetN065UgU7Stemdu_NTT466p8wvbsvChylaJ216iKUQPoEJ5vyWM97NxFTcGzRh-z_oUSv77DefZVm2QL3r-27fc4ADPSwGPiBr-m2aK2ec_X_VWMvCfj-5GTs1mh03488ohJB6zT4qGbH2dnMJsBxYebeBz6yByh-YL9KclYpRjvnh54cnLcQ8Dguw94Rty9ygMqyyIvqHz-Hl48p9CjJ6aVoK1y5yUqmaExu5nPEvDEjmH1XXYeV8CutElk9FVtieulFmO09vcJ-by1Xj-mWRVg8Bgm6vqseWsrc7zFHL9cibl5zRSm8dh14MUl27Xeb6kAhG5mSvr5qGz3ElIfItbYvj4QqlKDoUzjHgTQ_CiaiVRyUqDVr_XbaHfSuz9cJEXLFFZ204yJfv3jfR4wcfnKwdLRwyrBZ9uEzmrfWVgXVOzwS_zd3vWBy4V1OUUwEvpn2w-CjICjluvaYOXRVUu4JLQVNTDfrbAvRIifXn2DuHQRKvo2HpovdDCMRvr64JkHt5OC54x_FDuTxH6qzHXyAFhqtRPgPlta4W7o7EcA"

""

"%kernel.project_dir%/var/cache/sessions"

"https://api.skool.com/groups/ki-campus/webhooks/5f76ae64499d42a49dafbf613fec3ec0"

"https://api.skool.com/groups/ki-treffpunkt/webhooks/af0324eeef3d40649f8d16607fe6e7b9"

"50670"

"test"

"data/test-bewerbungen"

""

""

""

""

""

""

"56270c619d358c2ae785ac51f34364b6da489b937833f159429c741904eb2231"

"ccd435bcd6e647fc089f36c486db89dbacdfed4e7ea665289fc4bb9e0ef1c61c"

"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"

"1"

"dev"

"/var/www/html"

"Symfony\Component\Runtime\SymfonyRuntime"

[
  "project_dir" => "/var/www/html"
]

"a8A3I6BRkJE2ppNaBcgPec5i6E8Iwqwm"

"UBs7DJs5mgZhSaCvjxqjdfG4hMJAUnJQnvJEH7F6xKy1eDjhTJ9EPNBe0M2KMC9q"

"pub_8c05c30c-27b3-495f-9b05-44c3eb2ff471"

"ß33872622iklmn9%&ikllm"

""

""

"mysql://startplatz:kpp8o9pWYAp2@startplatz-staging-mysql:3306/startplatz-wordpress"

"/var/www/html/public"

"/index.php"

"e2e.startplatz.de"

"lorenz.graef@startplatz.de"

"alexandra.thelen@startplatz.de"

"admin@startplatz.de"

"johannes.graef@startplatz.de"

"1NrjWZrE53dSqWFmMNz0oRd8i22VFmK1Oww9huGp8DPry8EfK1Oj9h6HeW7fyDUM"

"Fjqj30ZbQorEtdpRfw3T19eAkOgrrgzq4WcExyLrxuot0bzkDpUrjpv41YH8dgBK"

"9njde49xtcsoswco4c80oggkwwoo080osow8soo8go4gkw0gwwgc8sck4wgw08og"

"YnHmfQYjOQ01hZ97zQKhsDLcvPc632dhdYjnUYuE4ZzkbAfkyC2TbOGOckUBFBDZ"

"RESPONDER"

"CGI/1.1"

"3itm-7j58-6ze8-3w8q-qd74-23ya-67gi"

"362738537448-3emin0190lrs2pjl8nfvuloo4knkf2fa.apps.googleusercontent.com"

"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"

"Ic9EtKKSDzOOlGYFHp2lPg"

"1007935741"

"1//03rKZxfSh7_W1CgYIARAAGAMSNwF-L9IroN0bLWI_GswKpWMaPafJfbBc4SRds3mgttzV5ADirtT7_vh9yKQg04wjxG-XVp-QimE"

"AFD8691FDAEDF03BDF6E460563F15A9B715376CA 9D7F99A0CB8F05C8A6958D6256A97AF7600A39A6 0616E93D95AF471243E26761770426E17EBBB3DD"

"uqZnU3M1yyyQ7n6lIxUVs9UMXNvD60876JGxlrPmbCImw70r48YYeOOKZbfl"

"/home/www-data"

"dev"

"*/*"

"ISO-8859-1,utf-8;q=0.7,*;q=0.7"

"gzip, br, zstd, deflate"

"en-us,en;q=0.5"

"main_deauth_profile_token=dabc06"

"www.staging.startplatz.de"

"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"

"216.73.216.87, 172.22.0.12"

"www.staging.startplatz.de"

"443"

"https"

"c7c6e7953db4"

"216.73.216.87"

"pat-na1-72043aa0-44a4-4dd6-b57a-5759597c4642"

"1e712a28-62f9-46e0-99f5-13f6bdc0ec70"

"44225308"

"2795177"

"secret-mb7SAjB50ESxpuB07s6SXqVPe"

"whsec_0efmpntgpinwt1s2641fegeq1o3w9la7"

"a7e5ebbb7d4966bad11c6ca9b94699b4-us5"

"be73f77d94"

"smtp://resend:re_C3EwCoBV_33jjSuHVv1Xf1VQkDtTFzriA@smtp.resend.com:587"

"455qg651n4so0npqf6unama8pv"

"kohhlns9q6ipohd72oe356oq07"

"https://www.staging.startplatz.de/allmeda/meetup/callback"

"doctrine://default?queue_name=default"

"EAAKFICOQZBK0BSJa7Mb7Ydd4q7gE7rZC49pNnwP6bXndJ6tKs3Me55x1lKGDfIXKcJmC4t0cVpauFfuJ1WU1wdBjqbZAZBfUu8l1u6sFkn71N3h2VPVxJWOHcXZBK6syBzJdb45xIxSeQf9PlWk19q1LvGogKeo3Vfx2sev398GzqG0yBnJmkMUQvDbVoYAZDZD"

"EAAerPqXZCTbkBRFRDRoJEHTKCvEMmD1VgtTbXtO39dGZB2qAU0kAYc9Mqb6Ms9V4eBlL211Tdnk3oHunCVQykwpddAWOCaI5HVfiZAPacH2VNUY9JvH3CR33WxtEFhBBeTE3qbcAD8E6WMzl9hRoFCxwPA9j73j2uXkuCg4h58vNZBOFFPFkrWBkZBmNSDgZCzvQZDZD"

"e28b7b6fdcfeea9fa66475524cb4e0a2"

"367308473131474"

"375845979147453"

"EAAKFICOQZBK0BRVPgGrjtDWMzyZCnImKg37HDL4zt629pVgWmWkeZBnWppqvhfJ0NRjhWRulcphxwa0gA1UJfR9P4xofmEzl2l3jbisoLNHrQtXgoj8vHKl8pqjz0dAdnlrRdhArn5Jyd3MuSwyjd808K0wSEMAX7aCSdbR2jfa0APn45VyzEqhP36FdpZBrbx75nAZDZD"

"EAAKFICOQZBK0BRbmpEWTsZB5ZCZCjgNujR9qDa3927DJZCJai2ZBHbc7u1vUxFRgqMbrIfsPLHQUSxdToZAPICa86BQ3hlYn8ffvuZBDf3rfv1AhiBfon2NfPbxk7OfUt5g0fMQ1z5JPmb6qToo7AqOukfHCgjU1NN3OOs4mFZCOePFICCc7hKBb09oZCpujqZB8YrAsqSQjgZDZD"

"85c80a066572b825942da65b1c7697b334346780cc5ce36732472345115aa475"

"startplatz@lennarz-consulting.de"

"startplatz@lennarz-consulting.de"

"lorenz.graef@startplatz.de"

"b606468ea2e7f82acb4e15b659cc883cKcPML2JFNUyU8PA1dtEiar5XohXNB6xn"

"7b5757976946d59f77bc91d74ebdbd60jB4JUS8rasnaR1BTD1OwXzx9316aHW0b"

"c0c8e924c966fbf562c59646ee67b2a3sh4WFrDN3XxPiwKcskvfcRWQyzWOy4Bu"

"kid_CARaApizUqkUu0sg"

"sk_O8JJRALqXhN7kQuOK9LvGikEcsuBktk0"

"kid_tbOV3dqfhHoDqbDp"

"sk_jkod57ccnd1Ijgez0wjmfmz374eHixKI"

"kid_oMUrBpI01rcEh5uM"

"sk_9JIObTWMjxv085IrcfVJveub6xcbCUGP"

"kid_ZReGktSdRQbR8vZd"

"sk_PX1ADMjtzbkQGZD28B7RlsmoRsfk0Tld"

"kid_exAuXGEO4S1GK8OY"

"sk_9y2NOIpKlDsybHX3CpM4Q19fRxAvvhnX"

"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"

"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"

"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin"

""

"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"

"papi-e2251a49-feb5-440d-be2d-b96d500c9289"

"papi-Y2VkMjNiZTUtODZkOC00MGM0LWE0MTgtYmNlNDZjOTIzZDA1"

"autoconf \t\tdpkg-dev dpkg \t\tfile \t\tg++ \t\tgcc \t\tlibc-dev \t\tmake \t\tpkgconf \t\tre2c"

"https://www.php.net/distributions/php-8.4.24.tar.xz.asc"

"-fstack-protector-strong -fpic -fpie -O2 -D_LARGEFILE_SOURCE -D_FILE_OFFSET_BITS=64"

"-fstack-protector-strong -fpic -fpie -O2 -D_LARGEFILE_SOURCE -D_FILE_OFFSET_BITS=64"

"/usr/local/etc/php"

"-Wl,-O1 -pie"

"/index.php"

"e127be09a8506f4327c5cfa78a614b00d210714484ec215ce0011b4a03c00731"

"https://www.php.net/distributions/php-8.4.24.tar.xz"

"8.4.24"

"/var/www/html"

"startplatz-ai-hub-gmbh-7057"

"b6d51ce3d4af4ab46546c97233e1d296718872520d8017ef921709f5f2b62234"

"familie-graf-holding-gmbh-2881"

"a966378f41e498548c27b1633fc7d345f61695b6d118fd5f269b4fe26c6c7775"

"golf-post-ag-1712"

"78aad72c3d26dc74c75a1516b24381f52523f2dbbd9972ebbb095c362c9a2cb1"

"startplatz-koeln-gmbh-2905"

"95f816a715cc5bc1f2358599caf0ca454741896a820cc9b99795f99c7bb05d49"

"startplatz-duesseldorf-gmbh-3237"

"fc4f2b5ae4abfb6932ec66f5e20cd32d17740504838c40bf52951ec69e88aafb"

"_path=_format%3Dhtml%26_locale%3Den%26_controller%3DApp%255CStartPlatz%255CBundle%255CWebsiteBundle%255CController%255CDefaultController%253A%253AmenuTailwindAction"

"200"

"127.0.0.1"

"43664"

"GET"

"http"

1786110361

1786110361.3676

"/_fragment?_path=_format%3Dhtml%26_locale%3Den%26_controller%3DApp%255CStartPlatz%255CBundle%255CWebsiteBundle%255CController%255CDefaultController%253A%253AmenuTailwindAction"

"re_gP9RoYZ9_A6AxvmtxuYTraPDMteY2VeNz"

"e2e.startplatz.de"

"/var/www/html/public/index.php"

"/index.php"

"172.22.0.7"

"dev.startplatz.de"

"80"

"HTTP/1.1"

"nginx/1.27.5"

"1"

"802fe57aa7a178d556ed14937253fe3ddf96834655553ad6780fadfdde8bdb11"

"xoxb-22688965603-11102474461793-c23ekshqpRpvYuNoEoP3MGfJ"

"c6fd09306423dd490fe18f4bfcd702d672ef7dcdc157b105099a5046c9128063"

"001"

"startplatz-staging-mysql"

"startplatz-wordpress"

"kpp8o9pWYAp2"

"startplatz"

"staging.www.staging.startplatz.de"

"www.staging.startplatz.de"

"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"

"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"

"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"

"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"

"ojWxv1978YWU"

"sk_test_51PmYwGDCU56CMQmgpcCdmzVTjiym8wom2WWiAAuVOUhS55972eM73wDNRDEBfGMnoLSt81yqW5CKCyraQKPDTb6y00xGk2RMpj"

"sk_test_51PeutFFqPnUaAUP6UqT3hbkwOzm9p0bmMrYVUzb7tG9QXo44yrn9MXcG7SLClxzSk29YkkrjXq0YPRguF6EwrNfM00nUAe3oG0"

"sk_test_51O8fFSHegJLrFARiXBFfwCkkRCTyr64RpTlYx5X7FPNEKDSRhQHgb7X9WELyNzmMkMT39tavykkZbtbWDsCz0Tc800bNFXrtbH"

"sk_test_51QxQltE7CeifmjQUUi4dqtrptSM08rRKRIU9QaXWJFVByoPhOTbQPqfhJJ2VZ5ltUl6JfPxaepcckLmaACG9AYjp00o0EHUzMP"

"whsec_IhBWwzKzI6Wlarqw4pTnpaxrH7YEvNyl"

"whsec_yqgxxJvddBinUKIThXxoklhFvrdnOrEr"

"whsec_VeLsQhCBdNcOcIvwlsbuU6ckTEGJVTaN"

"whsec_IhBWwzKzI6Wlarqw4pTnpaxrH7YEvNyl"

"whsec_TVCR6s4R9j6LtkshVthDPjj4QHEh1XDe"

"/var/www/html/.env"

"CLOUDINARY_URL,CLOUDINARY_CLOUDNAME,CLOUDINARY_API_KEY,CLOUDINARY_API_SECRET,SESSION_SAVE_PATH,OPENAI_ORGANIZATION,OPENAI_ADMIN_KEY,ANTHROPIC_ADMIN_KEY,MANDRILL_API_KEY,STATISTIC_ZAPIER_API_KEY,CRON_API_KEY,WALKIN_SCAN_CHANNEL_ID_CGN,WALKIN_SCAN_CHANNEL_ID_DUS,SKOOL_WEBHOOK_KI_CAMPUS,SKOOL_WEBHOOK_KI_TREFFPUNKT,TEST_DATA_PATH,PLEO_SP_CGN_TOKEN,MONSUM_WEBHOOK_USER_CGN,MONSUM_WEBHOOK_PASSWORD_CGN,MONSUM_WEBHOOK_USER_DUS,MONSUM_WEBHOOK_PASSWORD_DUS,MONSUM_WEBHOOK_USER_TESTPLATZ,MONSUM_WEBHOOK_PASSWORD_TESTPLATZ,WP_API_USERNAME,WP_API_PASSWORD,WP_API_BASE_URL,REDIS_URL,STRIPE_MODE,TYPEFORM_WEBHOOK_SECRET,META_CAPI_TEST_CODE,INSTAGRAM_ACCESS_TOKEN,INSTAGRAM_ACCOUNT_ID,LOCK_DSN,CHATBOT_BASE_URL"

"REMOTE_ADDR"

"AC361123adb81224dd32caf04a6c41d9fe"

"35470da64905cd973456bc4e727e13c2"

"www-data"

"https://www.startplatz.de/wp-json/wp/v2"

"lSFFfrfi24zjRXtmqlwxWlBx"

"Allmeda"

"sk_6b66b9739d5e49b500f0e3e2c76fedf5f789a8aabeb73f2a607ff55ce736dc98"

0

[]

"Startplatz\Bundle\WordpressIntegrationBundle\Controller\PassthruController::passthruAction"

"security.firewall.map.context.main"

"startplatz_wordpress_passthru"

[
  "path" => "startup-wiki/fei-fei-li/"
]

[]

"_security_main"

[
  Symfony\Component\Security\Http\Authenticator\Debug\TraceableAuthenticator {#2375
    -supports: false
    -passport: null
    -duration: null
    -stub: "App\StartPlatz\Bundle\UserBundle\Security\LoginLinkAuthenticator"
    -authenticated: null
    -exception: null
    -authenticator: App\StartPlatz\Bundle\UserBundle\Security\LoginLinkAuthenticator {#2376 …}
  }
  Symfony\Component\Security\Http\Authenticator\Debug\TraceableAuthenticator {#2373
    -supports: false
    -passport: null
    -duration: null
    -stub: "Symfony\Component\Security\Http\Authenticator\FormLoginAuthenticator"
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    -authenticator: Symfony\Component\Security\Http\Authenticator\FormLoginAuthenticator {#2093 …}
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      transition:color .15s ease;\n
    }\n
    #sp-public-nav .big-list a:hover{color:#000;opacity:.7}\n
    /* B-1733: In Dropdowns mit Rangfolge (Events, Für Unternehmen, Startupwelt, AI Hub, Über uns)\n
       trägt nur der erste Eintrag die volle Größe — die folgenden treten zurück und führen den Blick\n
       auf das Hauptziel. Coworking/Konferenzräume bleiben ungestuft (Einträge dort sind gleichrangig). */\n
    #sp-public-nav .big-list-tiered a:not(:first-child){\n
      font-size:1.05rem;font-weight:600;line-height:1.3;\n
      color:var(--grey);letter-spacing:0;\n
    }\n
    #sp-public-nav .big-list-tiered a:not(:first-child):hover{color:var(--ink);opacity:1}\n
    /* B-2155: Nebeneintrag im Stadt-Block (AI Community Pass) — tritt gegenüber den\n
       gleichrangigen Hauptprodukten zurück, bleibt aber mit Badge auffindbar. */\n
    #sp-public-nav .big-list a.nav-sub{\n
      font-size:1.05rem;font-weight:600;line-height:1.3;\n
      color:var(--grey);letter-spacing:0;\n
      display:inline-flex;align-items:center;gap:8px;\n
    }\n
    #sp-public-nav .big-list a.nav-sub:hover{color:var(--ink);opacity:1}\n
    #sp-public-nav .nav-badge{\n
      background:#9535ff;color:#fff;\n
      font-size:.62rem;font-weight:700;letter-spacing:.04em;text-transform:uppercase;\n
      padding:2px 7px;border-radius:999px;line-height:1.4;\n
    }\n
    #sp-public-nav .slim-divider{height:1px;background:var(--line);margin:20px 0 14px}\n
    #sp-public-nav .slim-foot{\n
      display:flex;align-items:center;justify-content:space-between;\n
      gap:24px;white-space:nowrap;\n
    }\n
    #sp-public-nav .slim-cta{\n
      font-size:.95rem;font-weight:600;color:#5a8a00;\n
      transition:color .15s ease,opacity .15s ease;\n
    }\n
    #sp-public-nav .slim-cta:hover{color:#7AB800;opacity:.85}\n
    /* B-1473: Probetag-CTA pro Stadt-Spalte; Footer nur noch Memberships (rechtsbündig) */\n
    /* B-2174: Der Probetag-CTA hing per festem margin-top direkt unter der Liste und\n
       rutschte damit mit jeder zusaetzlichen Zeile nach unten. Seit dem AI Community Pass\n
       (B-2155) hat Duesseldorf einen Eintrag mehr als Koeln -> die beiden CTAs standen\n
       33px versetzt. margin-top:auto schiebt ihn an den Spaltenboden; die Spalten sind\n
       durch das flex-stretch in .slim-2col ohnehin gleich hoch. Das padding haelt den\n
       Abstand zur Liste, wenn eine Spalte exakt ausgefuellt ist. */\n
    #sp-public-nav .slim-city-cta{margin-top:auto;padding-top:16px}\n
    #sp-public-nav .slim-foot-single{justify-content:flex-end}\n
    #sp-public-nav .slim-over{\n
      font-size:.9rem;font-weight:400;color:var(--grey);\n
      transition:color .15s ease;\n
    }\n
    #sp-public-nav .slim-over:hover{color:var(--ink)}\n
    \n
    #sp-public-nav .burger{display:none;margin-left:auto;background:none;border:0;cursor:pointer;\n
      width:32px;height:32px;align-items:center;justify-content:center}\n
    #sp-public-nav .burger span{display:block;width:18px;height:1.5px;background:var(--ink);position:relative}\n
    #sp-public-nav .burger span::before,#sp-public-nav .burger span::after{content:"";position:absolute;left:0;width:18px;height:1.5px;background:var(--ink)}\n
    #sp-public-nav .burger span::before{top:-5px}#sp-public-nav .burger span::after{top:5px}\n
    \n
    /* ===== Mobile Drill-Down-Overlay (Apple-Stil) ===== */\n
    #sp-public-nav .mobile{\n
      display:none;position:fixed;inset:0;z-index:1005;\n
      background:#fff;flex-direction:column;overflow:hidden;\n
    }\n
    #sp-public-nav .mobile.open{display:flex}\n
    \n
    /* Header: Logo + Schließen */\n
    #sp-public-nav .mob-topbar{\n
      flex:0 0 auto;height:var(--bar-h);\n
      display:flex;align-items:center;justify-content:space-between;\n
      padding:0 22px;border-bottom:1px solid var(--line);\n
      background:rgba(255,255,255,.92);\n
      backdrop-filter:saturate(180%) blur(14px);\n
      -webkit-backdrop-filter:saturate(180%) blur(14px);\n
    }\n
    #sp-public-nav .mob-logo img{height:24px;display:block}\n
    #sp-public-nav .mob-close{\n
      width:32px;height:32px;border:0;background:transparent;\n
      color:var(--grey-soft);font-size:22px;line-height:1;cursor:pointer;\n
      display:flex;align-items:center;justify-content:center;border-radius:50%;\n
    }\n
    #sp-public-nav .mob-close:active{background:#f2f2f4}\n
    \n
    /* Sliding viewport */\n
    #sp-public-nav .mob-viewport{flex:1 1 auto;position:relative;overflow:hidden}\n
    #sp-public-nav .mob-level{\n
      position:absolute;inset:0;overflow-y:auto;-webkit-overflow-scrolling:touch;\n
      background:#fff;transition:transform .3s cubic-bezier(.32,.72,0,1);\n
    }\n
    \n
    /* Level 1 */\n
    #sp-public-nav .mob-level1{transform:translateX(0);display:flex;flex-direction:column;z-index:1}\n
    #sp-public-nav .mobile.in-sub .mob-level1{transform:translateX(-26%)}\n
    #sp-public-nav .mob-l1-list{flex:1 1 auto;padding:6px 0 4px}\n
    #sp-public-nav .mob-l1-row{\n
      display:flex;align-items:center;justify-content:space-between;width:100%;\n
      background:transparent;border:0;text-align:left;\n
      padding:17px 22px;font-size:17px;color:var(--ink);font-weight:500;\n
      letter-spacing:-.012em;cursor:pointer;position:relative;font-family:inherit;\n
    }\n
    #sp-public-nav .mob-l1-row + .mob-l1-row::before{\n
      content:"";position:absolute;top:0;left:22px;right:0;height:1px;background:var(--line);\n
    }\n
    #sp-public-nav .mob-l1-row:active{background:#f7f7f8}\n
    #sp-public-nav .mob-chev{color:#aeaeb2;font-size:20px;font-weight:400;line-height:1;margin-left:12px}\n
    \n
    /* Level 1 footer */\n
    #sp-public-nav .mob-foot{\n
      flex:0 0 auto;border-top:1px solid var(--line);\n
      padding:16px 22px 22px;display:flex;align-items:center;gap:14px;flex-wrap:wrap;\n
    }\n
    #sp-public-nav .mob-lang{font-size:13px;color:var(--grey);letter-spacing:.02em}\n
    #sp-public-nav .mob-lang a{color:var(--grey)}\n
    #sp-public-nav .mob-lang a.active{color:var(--ink);font-weight:600}\n
    #sp-public-nav .mob-lang .sep{color:#aeaeb2;margin:0 4px}\n
    #sp-public-nav .mob-login{font-size:14px;color:var(--ink);font-weight:500}\n
    #sp-public-nav .mob-pill{\n
      margin-left:auto;background:#7AB800;color:#fff;font-size:14px;font-weight:600;\n
      padding:9px 18px;border-radius:999px;letter-spacing:-.01em;white-space:nowrap;\n
    }\n
    #sp-public-nav .mob-pill:active{background:#6aa300}\n
    \n
    /* Level 2 panels */\n
    #sp-public-nav .mob-panel{\n
      transform:translateX(100%);display:flex;flex-direction:column;z-index:2;\n
    }\n
    #sp-public-nav .mob-panel.active{transform:translateX(0)}\n
    #sp-public-nav .mob-sub-header{\n
      position:sticky;top:0;flex:0 0 auto;\n
      background:rgba(255,255,255,.92);\n
      backdrop-filter:saturate(180%) blur(14px);\n
      -webkit-backdrop-filter:saturate(180%) blur(14px);\n
      border-bottom:1px solid var(--line);z-index:5;\n
    }\n
    #sp-public-nav .mob-back{\n
      display:flex;align-items:center;gap:4px;width:100%;\n
      background:transparent;border:0;text-align:left;\n
      padding:15px 20px;font-size:17px;font-weight:600;letter-spacing:-.015em;\n
      color:var(--ink);cursor:pointer;font-family:inherit;\n
    }\n
    #sp-public-nav .mob-back-arrow{color:#7AB800;font-size:21px;line-height:1;margin-right:2px}\n
    #sp-public-nav .mob-back:active{opacity:.6}\n
    #sp-public-nav .mob-l2-body{flex:1 1 auto;padding:8px 0 4px}\n
    #sp-public-nav .mob-group-head{\n
      font-size:11px;font-weight:600;letter-spacing:.07em;text-transform:uppercase;\n
      color:#aeaeb2;padding:18px 22px 7px;\n
    }\n
    #sp-public-nav .mob-l2-row{\n
      display:block;padding:14px 22px;font-size:16px;color:var(--ink);\n
      font-weight:400;letter-spacing:-.01em;position:relative;\n
    }\n
    #sp-public-nav .mob-l2-row + .mob-l2-row::before{\n
      content:"";position:absolute;top:0;left:22px;right:22px;height:1px;background:var(--line);\n
    }\n
    #sp-public-nav .mob-l2-row:active{background:#f7f7f8}\n
    #sp-public-nav .mob-ext{font-size:12px;color:#aeaeb2;margin-left:5px;vertical-align:1px}\n
    \n
    /* CTA area */\n
    #sp-public-nav .mob-cta-area{\n
      flex:0 0 auto;border-top:1px solid var(--line);\n
      padding:18px 22px 24px;display:flex;flex-direction:column;gap:12px;\n
    }\n
    #sp-public-nav .mob-cta{\n
      display:block;text-align:center;background:#7AB800;color:#fff;\n
      font-size:16px;font-weight:600;padding:14px 18px;border-radius:14px;letter-spacing:-.01em;\n
    }\n
    #sp-public-nav .mob-cta:active{background:#6aa300}\n
    #sp-public-nav .mob-cta-secondary{\n
      display:block;text-align:center;color:var(--ink);font-size:15px;font-weight:500;padding:2px;\n
    }\n
    \n
    @media(max-width:1023px){\n
      #sp-public-nav .nav,#sp-public-nav .bar-right{display:none}\n
      #sp-public-nav .burger{display:flex}\n
    }\n
    </style>\n
    <div id="sp-public-nav">\n
    \n
    <!-- ============ TOP BAR ============ -->\n
    <header class="bar">\n
      <div class="bar-inner">\n
        <a class="logo" href="/" aria-label="STARTPLATZ">\n
          <img src="https://res.cloudinary.com/startplatz/image/upload/c_scale,w_180/v1614775163/logos/STARTPLATZ_Logos/STARTPLATZ_Logo.png" alt="STARTPLATZ">\n
        </a>\n
    \n
        <nav class="nav" id="nav">\n
    \n
          <!-- ===== Büros & Coworking ===== -->\n
          <div class="nav-item" data-menu>\n
            <div class="nav-link">Büros &amp; Coworking</div>\n
            <div class="panel">\n
              <div class="slim">\n
                <div class="slim-2col">\n
                                <div class="slim-city">\n
                    <div class="slim-head">Köln</div>\n
                    <div class="big-list">\n
                      <a href="https://www.startplatz.de/coworking-koeln/">Coworking</a>\n
                      <a href="https://www.startplatz.de/teambuero-koeln/">Teambüros</a>\n
                      <a href="https://www.startplatz.de/geschaeftsanschrift-koeln/">Geschäftsadresse</a>\n
                    </div>\n
                    <a class="slim-cta slim-city-cta" href="https://cal.eu/startplatz/coworking-probetag-koln">Probetag buchen →</a>\n
                  </div>\n
                  <div class="slim-city">\n
                    <div class="slim-head">Düsseldorf</div>\n
                    <div class="big-list">\n
                      <a href="https://www.startplatz.de/coworking-duesseldorf/">Coworking</a>\n
                      <a href="https://www.startplatz.de/buero-duesseldorf/">Teambüros</a>\n
                      <a href="https://www.startplatz.de/geschaeftsanschrift-duesseldorf/">Geschäftsadresse</a>\n
                      <a class="nav-sub" href="https://www.startplatz.de/ai-community-pass-duesseldorf/">AI Community Pass<span class="nav-badge">Neu</span></a>\n
                    </div>\n
                    <a class="slim-cta slim-city-cta" href="https://cal.eu/startplatz-dus/coworking-probetag-dusseldorf">Probetag buchen →</a>\n
                  </div>\n
                </div>\n
                <div class="slim-divider"></div>\n
                <div class="slim-foot slim-foot-single">\n
                  <a class="slim-over" href="https://www.startplatz.de/memberships/">Memberships &amp; Tarife →</a>\n
                </div>\n
              </div>\n
            </div>\n
          </div>\n
    \n
          <!-- ===== Konferenzräume ===== -->\n
          <div class="nav-item" data-menu>\n
            <div class="nav-link">Konferenzräume</div>\n
            <div class="panel">\n
              <div class="slim">\n
                <div class="slim-head">Konferenzräume entdecken</div>\n
                <div class="big-list">\n
                  <a href="https://www.startplatz.de/koeln-tagungsraeume-und-konferenzraeume/">Konferenzräume Köln</a>\n
                  <a href="https://www.startplatz.de/duesseldorf-tagungsraeume-und-konferenzraeume/">Konferenzräume Düsseldorf</a>\n
                </div>\n
                <div class="slim-divider"></div>\n
                            <div class="slim-foot">\n
                  <a class="slim-cta" href="https://www.startplatz.de/raumanfrage?standort=koeln">Raum in Köln buchen</a>\n
                  <a class="slim-cta" href="https://www.startplatz.de/raumanfrage?standort=duesseldorf">Raum in Düsseldorf buchen</a>\n
                </div>\n
              </div>\n
            </div>\n
          </div>\n
    \n
          <!-- ===== Events ===== -->\n
          <div class="nav-item" data-menu>\n
            <div class="nav-link">Events</div>\n
            <div class="panel">\n
              <div class="slim">\n
                <div class="slim-head">Events entdecken</div>\n
                <div class="big-list big-list-tiered">\n
                  <a href="https://www.startplatz.de/events">Alle Events</a>\n
                  <a href="https://www.startplatz.de/ki-weiterbildung/meetups/">Meetups</a>\n
                  <a href="https://www.startplatz.de/ki-weiterbildung/hackathons/">Hackathons</a>\n
                </div>\n
                <div class="slim-divider"></div>\n
                <div class="slim-foot">\n
                  <a class="slim-cta" href="https://www.startplatz.de/events">Zu allen Events</a>\n
                </div>\n
              </div>\n
            </div>\n
          </div>\n
    \n
          <!-- ===== Für Unternehmen (Business Innovation) ===== -->\n
          <div class="nav-item" data-menu>\n
            <div class="nav-link">Für Unternehmen</div>\n
            <div class="panel">\n
              <div class="slim">\n
                <div class="slim-head">Business Innovation entdecken</div>\n
                <div class="big-list big-list-tiered">\n
                  <a href="/business-innovation/">Für Unternehmen</a>\n
                  <a href="/business-innovation/ai-experience-day/">AI Experience Day</a>\n
                  <a href="/business-innovation/startup-scouting/">Startup Scouting</a>\n
                  <a href="/business-innovation/trusted-advisor/">Trusted Advisor</a>\n
                  <a href="/business-innovation/partnerschaften/">Partnerschaften &amp; Sponsoring</a>\n
                </div>\n
                <div class="slim-divider"></div>\n
                <div class="slim-foot">\n
                  <a class="slim-cta" href="https://www.cal.eu/julian-palaszewski-aqkzwq" target="_blank" rel="noopener">Gespräch vereinbaren</a>\n
                  <a class="slim-over" href="https://startplatz-ai-academy.de/unternehmen" target="_blank" rel="noopener">AI Academy →</a>\n
                </div>\n
              </div>\n
            </div>\n
          </div>\n
    \n
          <!-- ===== Startupwelt ===== -->\n
          <div class="nav-item" data-menu>\n
            <div class="nav-link">Startupwelt</div>\n
            <div class="panel">\n
              <div class="slim">\n
                <div class="slim-head">Startupwelt entdecken</div>\n
                <div class="big-list big-list-tiered">\n
                  <a href="https://www.startplatz.de/accelerator/">KI Accelerator</a>\n
                  <a href="https://www.startplatz.de/open-accelerator">Inkubator</a>\n
                  <a href="https://www.startplatz.de/gruendungsstipendium-nrw/">Gründungsstipendium NRW</a>\n
                  <a href="https://www.rheinlandpitch.de" target="_blank" rel="noopener">Rheinland-Pitch</a>\n
                  <a href="https://www.startplatz.de/startups">Unsere Startups</a>\n
                </div>\n
                <div class="slim-divider"></div>\n
                <div class="slim-foot">\n
                  <a class="slim-cta" href="https://www.startplatz.de/accelerator/">Jetzt bewerben</a>\n
                  <a class="slim-over" href="https://www.startplatz.de/sprechstunden/">Sprechstunden, Mentoring &amp; mehr →</a>\n
                </div>\n
              </div>\n
            </div>\n
          </div>\n
    \n
          <!-- ===== AI Hub ===== -->\n
          <div class="nav-item" data-menu>\n
            <div class="nav-link">AI Hub</div>\n
            <div class="panel">\n
              <div class="slim">\n
                <div class="slim-head">AI Hub entdecken</div>\n
                <div class="big-list big-list-tiered">\n
                  <a href="https://www.startplatz.de/ki-weiterbildung/masterclasses/">Webinare &amp; Masterclasses</a>\n
                  <a href="https://www.startplatz.de/ki-weiterbildung/ki-campus/">KI Campus</a>\n
                  <a href="https://www.startplatz.de/ki-weiterbildung/meetups/">Meetups</a>\n
                  <a href="https://www.startplatz.de/ki-weiterbildung/hackathons/">Hackathons</a>\n
                  <a href="https://www.startplatz.de/ai-hub-rheinland-koeln-frankreich-startplatz/">Frankreich-Initiative</a>\n
                </div>\n
                <div class="slim-divider"></div>\n
                <div class="slim-foot">\n
                  <a class="slim-cta" href="https://www.startplatz.de/ki-experten">Dozent:in werden</a>\n
                  <a class="slim-over" href="https://startplatz-ai-academy.de/" target="_blank" rel="noopener">Zur AI Academy →</a>\n
                </div>\n
              </div>\n
            </div>\n
          </div>\n
    \n
          <!-- ===== Über uns ===== -->\n
          <div class="nav-item" data-menu>\n
            <div class="nav-link">Über uns</div>\n
            <div class="panel">\n
              <div class="slim">\n
                <div class="slim-head">STARTPLATZ entdecken</div>\n
                <div class="big-list big-list-tiered">\n
                  <a href="https://www.startplatz.de/ueber-uns/">Über STARTPLATZ</a>\n
                  <a href="https://www.startplatz.de/startplatz-team/">STARTPLATZ Team</a>\n
                  <a href="https://www.startplatz.de/standorte/">Standorte</a>\n
                  <a href="https://www.startplatz.de/partner">Partner</a>\n
                </div>\n
                <div class="slim-divider"></div>\n
                <div class="slim-foot">\n
                  <a class="slim-cta" href="https://www.startplatz.de/karriere/">Karriere</a>\n
                  <a class="slim-cta" href="https://www.startplatz.de/partner-werden/">Partner werden</a>\n
                </div>\n
              </div>\n
            </div>\n
          </div>\n
    \n
          <!-- ===== Blog (direct link) ===== -->\n
          <div class="nav-item">\n
            <a class="nav-link" href="https://www.startplatz.de/blog/">Blog</a>\n
          </div>\n
    \n
        </nav>\n
    \n
        <div class="bar-right">\n
          <div class="lang">\n
            <button class="lang-btn" aria-label="Sprache wählen">\n
              <svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><path stroke-linecap="round" stroke-linejoin="round" d="M21 12a9 9 0 01-9 9m9-9a9 9 0 00-9-9m9 9H3m9 9a9 9 0 01-9-9m9 9c1.657 0 3-4.03 3-9s-1.343-9-3-9m0 18c-1.657 0-3-4.03-3-9s1.343-9 3-9m-9 9a9 9 0 019-9"/></svg>\n
              <svg class="lang-caret" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><path stroke-linecap="round" stroke-linejoin="round" d="M19 9l-7 7-7-7"/></svg>\n
            </button>\n
            <div class="lang-menu">\n
              <a href="/" class="active">DE</a>\n
              <a href="/en/" class="">EN</a>\n
              <a href="/fr/" class="">FR</a>\n
            </div>\n
          </div>\n
                        <a class="login" href="https://www.startplatz.de/login/">Login</a>\n
            <a class="join" href="https://www.startplatz.de/memberships/">Mitglied werden</a>\n
              </div>\n
    \n
        <button class="burger" id="burger" aria-label="Menü"><span></span></button>\n
      </div>\n
    </header>\n
    \n
    <!-- ============ MOBILE DRILL-DOWN (Apple-Stil) ============ -->\n
    <div class="mobile" id="mobile">\n
    \n
      <!-- Header: Logo + Schließen -->\n
      <div class="mob-topbar">\n
        <a class="mob-logo" href="/" aria-label="STARTPLATZ">\n
          <img src="https://res.cloudinary.com/startplatz/image/upload/c_scale,w_180/v1614775163/logos/STARTPLATZ_Logos/STARTPLATZ_Logo.png" alt="STARTPLATZ">\n
        </a>\n
        <button class="mob-close" type="button" aria-label="Menü schließen">&#10005;</button>\n
      </div>\n
    \n
      <!-- Sliding viewport -->\n
      <div class="mob-viewport">\n
    \n
        <!-- LEVEL 1 -->\n
        <div class="mob-level mob-level1" id="mob-level1">\n
          <nav class="mob-l1-list">\n
            <button class="mob-l1-row" type="button" data-target="mob-sub-bueros">Büros &amp; Coworking <span class="mob-chev">&#8250;</span></button>\n
            <button class="mob-l1-row" type="button" data-target="mob-sub-konf">Konferenzräume <span class="mob-chev">&#8250;</span></button>\n
            <button class="mob-l1-row" type="button" data-target="mob-sub-events">Events <span class="mob-chev">&#8250;</span></button>\n
            <button class="mob-l1-row" type="button" data-target="mob-sub-corporate">Für Unternehmen <span class="mob-chev">&#8250;</span></button>\n
            <button class="mob-l1-row" type="button" data-target="mob-sub-startup">Startupwelt <span class="mob-chev">&#8250;</span></button>\n
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                    <strong style="font-size:36px">Wiki</strong>\n
                    <p>Die wichtigsten Begriffe der Startup-Szene.</p>\n
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                                        <section>\n
                                            <div class="section-header">\n
                                                <h1>Fei-Fei Li</h1>\n
                                            </div>\n
                                        </section>\n
    \n
                                        \n
    <article id="post-78792" >\n
    \n
    \n
    \t\t<h3>Fei-Fei Li – KI-Pionierin &amp; World Labs-Gründerin</h3>\n
    <p><span style="font-weight: 400;">Fei-Fei Li zählt zu den einflussreichsten Forscherinnen der modernen Künstlichen Intelligenz. Als Ideengeberin von <strong>ImageNet</strong>, Mitgründerin der Non-Profit-Initiative <strong><a href="https://ai-4-all.org/">AI4ALL</a></strong> und CEO des Spatial-Intelligence-Startups <strong>World Labs</strong> treibt sie seit über zwei Jahrzehnten Computer Vision, Deep Learning und human-zentrierte KI voran. </span></p>\n
    <p>\u{A0}</p>\n
    <h3>Frühes Leben &amp; Ausbildung</h3>\n
    <p><span style="font-weight: 400;">Geboren am 3.&nbsp;Juli 1976 in Peking, wuchs Fei-Fei Li in Chengdu auf und migrierte mit 16 Jahren in die USA. Sie unterstützte ihre Familie in einem eigenen Reinigungsgeschäft und schloss 1999 ihr Physik-Studium an der <strong>Princeton University</strong> mit Auszeichnung ab. Die Promotion folgte 2005 am <strong>California Institute of Technology (Caltech)</strong> im Bereich computergestützte Bild- und Objekterkennung. </span></p>\n
    <p>\u{A0}</p>\n
    <h3>Akademische Laufbahn &amp; Forschungshighlights</h3>\n
    <ul>\n
    <li><span style="font-weight: 400;">2005 – 2006 – Assistant Professor, University of Illinois Urbana-Champaign</span></li>\n
    <li><span style="font-weight: 400;">2007 – 2009 – Assistant Professor, Princeton University</span></li>\n
    <li><span style="font-weight: 400;">Seit 2009 – Sequoia-Professorin &amp; Mitdirektorin des <strong>Human-Centered AI Institute</strong>, Stanford University</span></li>\n
    <li><span style="font-weight: 400;">2013 – 2018 – Direktorin, Stanford AI Lab (SAIL)</span></li>\n
    <li><span style="font-weight: 400;">2017 – 2018 – VP &amp; Chief Scientist für KI/ML, Google Cloud</span></li>\n
    </ul>\n
    <h4>ImageNet – Der Datensatz, der alles veränderte</h4>\n
    <p><span style="font-weight: 400;">2009 veröffentlichte Li das frei zugängliche Bild-Archiv <strong>ImageNet</strong> mit heute über 14 Mio. Bildern. Die jährliche <em>ImageNet Challenge</em> setzte neue Standards im Benchmarking und löste das Datenproblem der damaligen KI-Forschung. 2012 brach <strong>AlexNet</strong> die Fehlerrate dramatisch, weil erstmals <b>Daten, GPUs und neuronale Netze</b> effektiv zusammenspielten. </span></p>\n
    <h4>Von der Objekterkennung zur generativen KI</h4>\n
    <p><span style="font-weight: 400;">Gemeinsam mit ihrem Doktoranden <strong>Andrej Karpathy</strong> publizierte Li 2015 die ersten Arbeiten zum <b>Image Captioning</b>. Aus „Bild beschreiben“ wurde später „Satz → Bild“. Heutige Diffusionsmodelle realisieren genau diese Idee und gründen auf der ImageNet-Evolution von Daten zu Verständnis zu Generierung. </span></p>\n
    <h4>Menschzentrierte KI &amp; AI4ALL</h4>\n
    <p><span style="font-weight: 400;">2017 gründete Li die Non-Profit-Organisation <strong>AI4ALL</strong>, die Jugendliche aus unterrepräsentierten Gruppen für KI begeistert. Tausende Absolvent:innen haben seitdem an Summer-Camps teilgenommen und verfolgen inzwischen Tech-Karrieren. </span></p>\n
    <p>\u{A0}</p>\n
    <h3>Unternehmerischer Spirit</h3>\n
    <h4>Erstes „Startup“: Reinigungsgeschäft</h4>\n
    <p><span style="font-weight: 400;">Mit 19 eröffnete Li einen eigenen Waschsalon, um ihre Familie finanziell abzusichern. Nach sieben Jahren verkaufte sie das Geschäft erfolgreich – ihr erster „Exit“ und der Beginn ihres Gründergeists. </span></p>\n
    <h4>World Labs (seit 2024)</h4>\n
    <p><span style="font-weight: 400;">Als CEO von <strong>World Labs</strong> entwickelt Li <b>Large World Models</b>, die echte 3D-Strukturen erfassen und generieren. Diese <em>räumliche Intelligenz</em> bildet die Grundlage für Robotik, Metaverse-Content und das nächste Level generativer KI. Zum Team gehören u.&nbsp;a. Justin Johnson, Ben Mildenhall (NeRF) und Christoph Lassner (Pulsar). </span></p>\n
    <p>\u{A0}</p>\n
    <h3>Auszeichnungen &amp; Engagement</h3>\n
    <ul>\n
    <li><span style="font-weight: 400;">Mitglied der <b>National Academy of Engineering</b>, <b>National Academy of Medicine</b> &amp; <b>American Academy of Arts &amp; Sciences</b></span></li>\n
    <li><span style="font-weight: 400;">Time 100 Most Influential People in AI (2023)</span></li>\n
    <li><span style="font-weight: 400;">Intel Lifetime Achievement Innovation Award (2023)</span></li>\n
    <li><span style="font-weight: 400;">&gt; 400 Publikationen, h-Index &gt; 200</span></li>\n
    </ul>\n
    <p>\u{A0}</p>\n
    <h3>Publikationen &amp; Wissenstransfer</h3>\n
    <ul>\n
    <li><span style="font-weight: 400;"><strong>„The Worlds I See“</strong> – Memoiren (2023)</span></li>\n
    <li><span style="font-weight: 400;">Regelmäßige Keynotes bei NeurIPS, CVPR, ICCV</span></li>\n
    </ul>\n
    <p>\u{A0}</p>\n
    <h3>Learnings aus dem Fireside-Chat (16.&nbsp;Juni 2025)</h3>\n
    <ol>\n
    <li><span style="font-weight: 400;">Daten + GPUs + Modelle = magische Dreifaltigkeit des Deep Learning.</span></li>\n
    <li><span style="font-weight: 400;">Paradigmenwechsel erfordern mutige Wetten – ImageNet war eine davon.</span></li>\n
    <li><span style="font-weight: 400;">Maschinen sollen Szenen verstehen &amp; erzählen wie Menschen.</span></li>\n
    <li><span style="font-weight: 400;">Räumliche Intelligenz ist das nächste Frontier der KI.</span></li>\n
    <li><span style="font-weight: 400;">Unternehmerisches Mindset skaliert Forschung zu Impact.</span></li>\n
    </ol>\n
    <p>\u{A0}</p>\n
    <h3>Relevanz für STARTPLATZ-Start-ups</h3>\n
    <ul>\n
    <li><span style="font-weight: 400;"><b>Datenstrategie</b>: Früh hochwertige Datensätze sichern.</span></li>\n
    <li><span style="font-weight: 400;"><b>Benchmarking</b>: Öffentliche Challenges steigern Sichtbarkeit.</span></li>\n
    <li><span style="font-weight: 400;"><b>Human-Centered AI</b>: Nutzer:innen von Anfang an einbeziehen.</span></li>\n
    <li><span style="font-weight: 400;"><b>Räumliche Intelligenz</b>: Chancen in Robotik, AR/VR, Logistik nutzen.</span></li>\n
    </ul>\n
    <p>\u{A0}</p>\n
    <h3>Bildergalerie</h3>\n
    <p><center><br />\n
    \t<a href="https://www.ai-hub.nrw/wp-content/uploads/2025/07/Fei-Fei_Li_at_AI_for_Good_2017.jpg"><br />\n
    \t\t<img fetchpriority="high" decoding="async" class="aligncenter size-medium" src="https://www.ai-hub.nrw/wp-content/uploads/2025/07/Fei-Fei_Li_at_AI_for_Good_2017.jpg" alt="Foto: ITU Pictures (CC BY 2.0)" width="350" height="233" /><br />\n
    \t</a><br />\n
    \t<a href="https://www.ai-hub.nrw/wp-content/uploads/2025/07/ImageNet_Designer.png"><br />\n
    \t\t<img decoding="async" class="aligncenter size-medium" src="https://www.ai-hub.nrw/wp-content/uploads/2025/07/ImageNet_Designer.png" alt="Schematische Darstellung der ImageNet-Taxonomie CC BY-SA 3.0 (Autor: Uwelange82)" width="350" height="233" /><br />\n
    \t</a><br />\n
    </center></p>\n
    <p>\u{A0}</p>\n
    <h3>Quellen &amp; weiterführende Links</h3>\n
    <p><span style="font-weight: 400;">1. World Labs – About Us   |   2. AI4ALL   |   3. ImageNet   |   4. IEEE Spectrum-Artikel   |   5. Time Magazine   |   6. Business Insider (2025)</span><br />\n
    <span style="font-weight: 400;">7. Video&nbsp;Fireside Chat (16.&nbsp;06.&nbsp;2025): <a href="https://youtu.be/_PioN-CpOP0">A Fireside with Dr. Fei-Fei Li</a></span></p>\n
    <p>\u{A0}</p>\n
    <p><center><span style="font-weight: 400;">*Stand: 16.&nbsp;Juli 2025*</span></center></p>\n
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                               stackElement.statusCode = r.status;                                stackElement.profile = r.headers.get('x-debug-token');                                stackElement.profilerUrl = r.headers.get('x-debug-token-link');                                stackElement.toolbarReplaceFinished = false;                                stackElement.toolbarReplace = '1' === r.headers.get('Symfony-Debug-Toolbar-Replace');                                finishAjaxRequest(idx);                            }, function (e){                                stackElement.error = true;                                finishAjaxRequest(idx);                            });                            startAjaxRequest(idx);                        }                        return promise;                    };                }                if (window.XMLHttpRequest && XMLHttpRequest.prototype.addEventListener) {                    var proxied = XMLHttpRequest.prototype.open;                    XMLHttpRequest.prototype.open = function(method, url, async, user, pass) {                        var self = this;                        /* prevent logging AJAX calls to static and inline files, like templates */                        var path = url;                        if (url.slice(0, 1) === '/') {                            if (0 === url.indexOf('')) {                                path = url.slice(0);                            }                        }                        else if (0 === url.indexOf('https\u003A\/\/www.staging.startplatz.de')) {                            path = url.slice(33);                        }                        if (!path.match(new RegExp("^\/((index|app(_[\\w]+)?)\\.php\/)?_wdt"))) {                            var stackElement = {                                error: false,                                url: url,                                method: method,                                type: 'xhr',                                start: new Date()                            };                            var idx = requestStack.push(stackElement) - 1;                            this.addEventListener('readystatechange', function() {                                if (self.readyState == 4) {                                    stackElement.duration = new Date() - stackElement.start;                                    stackElement.error = self.status < 200 || self.status >= 400;                                    stackElement.statusCode = self.status;                                    extractHeaders(self, stackElement);                                    finishAjaxRequest(idx);                                }                            }, false);                            startAjaxRequest(idx);                        }                        proxied.apply(this, Array.prototype.slice.call(arguments));                    };                }                                return {                    hasClass: hasClass,                    removeClass: removeClass,                    addClass: addClass,                    toggleClass: toggleClass,                    getPreference: getPreference,                    setPreference: setPreference,                    addEventListener: addEventListener,                    request: request,                    renderAjaxRequests: renderAjaxRequests,                    getSfwdt: function(token) {                        return document.getElementById('sfwdt' + token);                    },                    load: function(selector, url, onSuccess, onError, options) {                        var el = document.getElementById(selector);                        if (el && el.getAttribute('data-sfurl') !== url) {                            request(                                url,                                function(xhr) {                                    el.innerHTML = xhr.responseText;                                    el.setAttribute('data-sfurl', url);                                    removeClass(el, 'loading');                                    var pending = pendingRequests;                                    for (var i = 0; i < requestStack.length; i++) {                                        startAjaxRequest(i);                                        if (requestStack[i].duration || requestStack[i].error) {                                            finishAjaxRequest(i);                                        }                                    }                                    /* Revert the pending state in case there was a start called without a finish above. */                                    pendingRequests = pending;                                    (onSuccess || noop)(xhr, el);                                },                                function(xhr) { (onError || noop)(xhr, el); },                                '',                                options                            );                        }                        return this;                    },                    showToolbar: function(token) {                        var sfwdt = this.getSfwdt(token);                        var toggleButton = document.querySelector(`#sfToolbarToggleButton-${token}`);                        if ('closed' === getPreference('toolbar/displayState')) {                            addClass(sfwdt.parentNode, 'sf-toolbar-closed');                            removeClass(sfwdt.parentNode, 'sf-toolbar-opened');                            if (toggleButton) { toggleButton.setAttribute('aria-expanded', 'false'); }                        } else {                            addClass(sfwdt.parentNode, 'sf-toolbar-opened');                            removeClass(sfwdt.parentNode, 'sf-toolbar-closed');                            if (toggleButton) { toggleButton.setAttribute('aria-expanded', 'true'); }                        }                    },                    hideToolbar: function(token) {                        var sfwdt = this.getSfwdt(token);                        var toggleButton = document.querySelector(`#sfToolbarToggleButton-${token}`);                        addClass(sfwdt.parentNode, 'sf-toolbar-closed');                        removeClass(sfwdt.parentNode, 'sf-toolbar-opened');                        if (toggleButton) { toggleButton.setAttribute('aria-expanded', 'false'); }                    },                    initToolbar: function(token) {                        this.showToolbar(token);                        var toggleButton = document.querySelector(`#sfToolbarToggleButton-${token}`);                        addEventListener(toggleButton, 'click', function (event) {                            event.preventDefault();                            const newState = 'closed' === getPreference('toolbar/displayState') ? 'opened' : 'closed';                            setPreference('toolbar/displayState', newState);                            'opened' === newState ? Sfjs.showToolbar(token) : Sfjs.hideToolbar(token);                        });                    },                    loadToolbar: function(token, newToken) {                        var that = this;                        var triesCounter = document.getElementById('sfLoadCounter-' + token);                        var options = {                            retry: true,                            onSend: function (count) {                                if (count === 3) {                                    that.initToolbar(token);                                }                                if (triesCounter) {                                    triesCounter.textContent = count;                                }                            },                        };                        var cancelButton = document.getElementById('sfLoadCancel-' + token);                        if (cancelButton) {                            addEventListener(cancelButton, 'click', function (event) {                                event.preventDefault();                                options.stop = true;                                that.hideToolbar(token);                            });                        }                        newToken = (newToken || token);                        this.load(                            'sfwdt' + token,                            'https\u003A\/\/www.staging.startplatz.de\/_wdt\/xxxxxx'.replace(/xxxxxx/, newToken),                            function(xhr, el) {                                var toolbarContent = document.getElementById('sfToolbarMainContent-' + newToken);                                /* Do nothing in the edge case where the toolbar has already been replaced with a new one */                                if (!toolbarContent) {                                    return;                                }                                /* Replace the ID, it has to match the new token */                                toolbarContent.parentElement.id = 'sfwdt' + newToken;                                /* Evaluate in global scope scripts embedded inside the toolbar */                                var i, scripts = [].slice.call(el.querySelectorAll('script'));                                for (i = 0; i < scripts.length; ++i) {                                    if (scripts[i].firstChild) {                                        eval.call({}, scripts[i].firstChild.nodeValue);                                    }                                }                                el.style.display = -1 !== xhr.responseText.indexOf('sf-toolbarreset') ? 'block' : 'none';                                if (el.style.display == 'none') {                                    return;                                }                                that.initToolbar(newToken);                                /* Handle toolbar-info position */                                var toolbarBlocks = [].slice.call(el.querySelectorAll('.sf-toolbar-block'));                                for (i = 0; i < toolbarBlocks.length; ++i) {                                    toolbarBlocks[i].onmouseover = function () {                                        var toolbarInfo = this.querySelectorAll('.sf-toolbar-info')[0];                                        var pageWidth = document.body.clientWidth;                                        var elementWidth = toolbarInfo.offsetWidth;                                        var leftValue = (elementWidth + this.offsetLeft) - pageWidth;                                        var rightValue = (elementWidth + (pageWidth - this.offsetLeft)) - pageWidth;                                        /* Reset right and left value, useful on window resize */                                        toolbarInfo.style.right = '';                                        toolbarInfo.style.left = '';                                        if (elementWidth > pageWidth) {                                            toolbarInfo.style.left = 0;                                        }                                        else if (leftValue > 0 && rightValue > 0) {                                            toolbarInfo.style.right = (rightValue * -1) + 'px';                                        } else if (leftValue < 0) {                                            toolbarInfo.style.left = 0;                                        } else {                                            toolbarInfo.style.right = '0px';                                        }                                    };                                }                                renderAjaxRequests();                                addEventListener(document.querySelector('.sf-toolbar-ajax-clear'), 'click', function() {                                    requestStack = [];                                    renderAjaxRequests();                                    successStreak = 4;                                    document.querySelector('.sf-toolbar-ajax-request-list').innerHTML = '';                                });                                addEventListener(document.querySelector('.sf-toolbar-block-ajax'), 'mouseenter', function (event) {                                    var elem = document.querySelector('.sf-toolbar-block-ajax .sf-toolbar-info');                                    elem.scrollTop = elem.scrollHeight;                                });                                addEventListener(document.querySelector('.sf-toolbar-block-ajax > .sf-toolbar-icon'), 'click', function (event) {                                    event.preventDefault();                                    toggleClass(this.parentNode, 'hover');                                });                                var dumpInfo = document.querySelector('.sf-toolbar-block-dump .sf-toolbar-info');                                if (null !== dumpInfo) {                                    addEventListener(dumpInfo, 'sfbeforedumpcollapse', function () {                                        dumpInfo.style.minHeight = dumpInfo.getBoundingClientRect().height+'px';                                    });                                    addEventListener(dumpInfo, 'mouseleave', function () {                                        dumpInfo.style.minHeight = '';                                    });                                }                            },                            function(xhr) {                                if (xhr.status !== 0 && !options.stop) {                                    var sfwdt = that.getSfwdt(token);                                    sfwdt.innerHTML = '\                                    <div class="sf-toolbarreset notranslate">\                                        <div class="sf-toolbar-icon"><svg width="26" height="28" xmlns="http://www.w3.org/2000/svg" version="1.1" x="0px" y="0px" viewBox="0 0 26 28" enable-background="new 0 0 26 28" xml:space="preserve"><path fill="#FFFFFF" d="M13 0C5.8 0 0 5.8 0 13c0 7.2 5.8 13 13 13c7.2 0 13-5.8 13-13C26 5.8 20.2 0 13 0z M20 7.5 c-0.6 0-1-0.3-1-0.9c0-0.2 0-0.4 0.2-0.6c0.1-0.3 0.2-0.3 0.2-0.4c0-0.3-0.5-0.4-0.7-0.4c-2 0.1-2.5 2.7-2.9 4.8l-0.2 1.1 c1.1 0.2 1.9 0 2.4-0.3c0.6-0.4-0.2-0.8-0.1-1.3C18 9.2 18.4 9 18.7 8.9c0.5 0 0.8 0.5 0.8 1c0 0.8-1.1 2-3.3 1.9 c-0.3 0-0.5 0-0.7-0.1L15 14.1c-0.4 1.7-0.9 4.1-2.6 6.2c-1.5 1.8-3.1 2.1-3.8 2.1c-1.3 0-2.1-0.6-2.2-1.6c0-0.9 0.8-1.4 1.3-1.4 c0.7 0 1.2 0.5 1.2 1.1c0 0.5-0.2 0.6-0.4 0.7c-0.1 0.1-0.3 0.2-0.3 0.4c0 0.1 0.1 0.3 0.4 0.3c0.5 0 0.9-0.3 1.2-0.5 c1.3-1 1.7-2.9 2.4-6.2l0.1-0.8c0.2-1.1 0.5-2.3 0.8-3.5c-0.9-0.7-1.4-1.5-2.6-1.8c-0.8-0.2-1.3 0-1.7 0.4C8.4 10 8.6 10.7 9 11.1 l0.7 0.7c0.8 0.9 1.3 1.7 1.1 2.7c-0.3 1.6-2.1 2.8-4.3 2.1c-1.9-0.6-2.2-1.9-2-2.7c0.2-0.6 0.7-0.8 1.2-0.6 c0.5 0.2 0.7 0.8 0.6 1.3c0 0.1 0 0.1-0.1 0.3C6 15 5.9 15.2 5.9 15.3c-0.1 0.4 0.4 0.7 0.8 0.8c0.8 0.3 1.7-0.2 1.9-0.9 c0.2-0.6-0.2-1.1-0.4-1.2l-0.8-0.9c-0.4-0.4-1.2-1.5-0.8-2.8c0.2-0.5 0.5-1 0.9-1.4c1-0.7 2-0.8 3-0.6c1.3 0.4 1.9 1.2 2.8 1.9 c0.5-1.3 1.1-2.6 2-3.8c0.9-1 2-1.7 3.3-1.8C20 4.8 21 5.4 21 6.3C21 6.7 20.8 7.5 20 7.5z"/></svg></div>\                                        An error occurred while loading the web debug toolbar. <a href="https\u003A\/\/www.staging.startplatz.de\/_profiler\/' + newToken + '">Open the web profiler.</a>\                                    </div>\                                ';                                    sfwdt.parentElement.setAttribute('class', 'sf-toolbar sf-error-toolbar');                                }                            },                            options                        );                        return this;                    },                    toggle: function(selector, elOn, elOff) {                        var tmp = elOn.style.display,                            el = document.getElementById(selector);                        elOn.style.display = elOff.style.display;                        elOff.style.display = tmp;                        if (el) {                            el.style.display = 'none' === tmp ? 'none' : 'block';                        }                        return this;                    },                };            })();        }        Sfjs.loadToolbar('a2bd05');    /*]]>*/</script></div><!-- END of Symfony Web Debug Toolbar -->\n
    </body>\n
    </html>\n
    """
  #version: "1.1"
  #statusCode: 200
  #statusText: "OK"
  #charset: "UTF-8"
  -sentHeaders: ? array
}

"startup-wiki/fei-fei-li/"