[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"btz8hO-MXSFLpybqvfjYVBre4OvrEJO1wFySe3Zmv-s":3,"9_t0YFtO844PW3-iCfPxRTbw8yv0-2zzu2bChZFenjo":39,"KGcbqwfRxt4hjBXWlc2kY03zc0QQ1DFIAnRwnoBPtEU":75,"p7ekxHHWZei4ASo2UzSIbgiwjQQh74va4UAktYD1NAc":202,"_apollo:default":244},{"menu":4},{"__typename":5,"id":6,"name":7,"items":8},"Menu","footer","Fußzeile",[9,24,29,34],{"__typename":10,"id":11,"title":12,"description":13,"url":14,"langcode":15,"internal":20,"expanded":21,"attributes":22},"MenuItem","e2873307-b50a-4aab-b6b2-1950fd99c72e","Impressum",null,"/impressum",{"__typename":16,"id":17,"name":18,"direction":19},"Language","de","German","ltr",true,false,{"__typename":23,"class":13},"MenuItemAttributes",{"__typename":10,"id":25,"title":26,"description":13,"url":27,"langcode":15,"internal":20,"expanded":21,"attributes":28},"2cd9b7c9-142a-4ea3-b898-a0952c54a195","Datenschutz","/datenschutz",{"__typename":23,"class":13},{"__typename":10,"id":30,"title":31,"description":13,"url":32,"langcode":15,"internal":20,"expanded":21,"attributes":33},"a5effba3-5a8c-4125-8d78-0cdba09824db","AGB","/agb",{"__typename":23,"class":13},{"__typename":10,"id":35,"title":36,"description":13,"url":37,"langcode":15,"internal":21,"expanded":21,"attributes":38},"114bf071-bdbb-44cf-85c1-69e9d9e0777d","Newsletter","https://liechtenecker.at/newsletter-subscribe",{"__typename":23,"class":13},{"menu":40},{"__typename":5,"id":41,"name":42,"items":43},"nuxt-main-menu","Nuxt Hauptmenü",[44,50,55,60,65,70],{"__typename":10,"id":45,"title":46,"description":13,"url":47,"langcode":48,"internal":20,"expanded":21,"attributes":49},"9ffc5019-cbd8-4b2e-8eb7-9feae486d4a1","Blog","/know-how",{"__typename":16,"id":17,"name":18,"direction":19},{"__typename":23,"class":13},{"__typename":10,"id":51,"title":52,"description":13,"url":53,"langcode":48,"internal":20,"expanded":21,"attributes":54},"1c7a5430-8a42-4b24-9544-252adabc2f4c","Projekte","/projekte",{"__typename":23,"class":13},{"__typename":10,"id":56,"title":57,"description":13,"url":58,"langcode":48,"internal":20,"expanded":21,"attributes":59},"9c4feedc-79e4-4fbf-b68c-065f33ebfe4c","Sparring","/workshop-ux-sparring-fuer-unternehmen",{"__typename":23,"class":13},{"__typename":10,"id":61,"title":62,"description":13,"url":63,"langcode":48,"internal":20,"expanded":21,"attributes":64},"3b77a27b-272a-489f-843e-53e23ed07741","Trainings","/liechtenecker-ux-academy",{"__typename":23,"class":13},{"__typename":10,"id":66,"title":67,"description":13,"url":68,"langcode":48,"internal":20,"expanded":21,"attributes":69},"ce0bb82b-e1ee-4036-be95-f693a62e9f4a","Über uns","/about",{"__typename":23,"class":13},{"__typename":10,"id":71,"title":72,"description":13,"url":73,"langcode":48,"internal":20,"expanded":21,"attributes":74},"04a19381-81a9-4694-8653-182d8855d2b5","Kontakt","/kontakt",{"__typename":23,"class":13},{"route":76},{"__typename":77,"entity":78},"RouteInternal",{"__typename":79,"id":80,"title":81,"changed":82,"created":88,"langcode":91,"path":92,"promote":21,"status":20,"sticky":21,"metatag":93,"postCategory":118,"postContentElements":13,"evergreen":13,"tags":143,"postWpBody":161,"wpHeaderImage":13,"wpHeaderImageOld":164,"wpHeaderImageOldSmall":176,"wpOgImage":185,"wpPromotedTeaserImage":13,"wpShareDescription":13,"wpShareTitle":13,"wpTeaserText":13,"wpYoastHead":195,"author":196},"NodeWpPost","800","Künstliche Intelligenz & Ethik – 4 Erkenntnisse vom AI Congress",{"__typename":83,"timestamp":84,"timezone":85,"offset":86,"time":87},"DateTime",1554794549,"UTC","+00:00","2019-04-09T07:22:29+00:00",{"__typename":83,"timestamp":89,"timezone":85,"offset":86,"time":90},1544530037,"2018-12-11T12:07:17+00:00",{"__typename":16,"id":17,"name":18,"direction":19},"/blog/kunstliche-intelligenz-ethik-ai-congress",[94,101,108,114],{"__typename":95,"tag":96,"attributes":97},"MetaTagValue","meta",{"__typename":98,"name":99,"content":100},"MetaTagValueAttributes","title","Künstliche Intelligenz & Ethik – 4 Erkenntnisse vom AI Congress | Liechtenecker UX Design Studio",{"__typename":102,"tag":103,"attributes":104},"MetaTagLink","link",{"__typename":105,"href":106,"hreflang":13,"rel":107,"media":13,"sizes":13,"type":13},"MetaTagLinkAttributes","http://liechtenecker-cms.liechtenecker-cms.svc.cluster.local/blog/kunstliche-intelligenz-ethik-ai-congress","canonical",{"__typename":109,"tag":96,"attributes":110},"MetaTagProperty",{"__typename":111,"property":112,"content":113},"MetaTagPropertyAttributes","og:title","Künstliche Intelligenz & Ethik – 4 Erkenntnisse vom AI Congress",{"__typename":109,"tag":96,"attributes":115},{"__typename":111,"property":116,"content":117},"og:image","http://liechtenecker-cms.liechtenecker-cms.svc.cluster.local/sites/default/files/styles/meta_og_image/public/wp-migration/wordpress-media-image/2018/12/fb-1-1.jpg?h=2240b8e9&itok=694Acl6B",{"__typename":119,"id":120,"name":121,"path":122,"status":20,"weight":123,"description":124,"langcode":128,"changed":129,"metatag":132},"TermCategories","7","Technologie","/kategorie/technologie",0,{"__typename":125,"processed":126,"format":127},"Text","Development Themen sowie zukünftige Technologien, mit denen wir uns auseinandersetzen. ","wp_html",{"__typename":16,"id":17,"name":18,"direction":19},{"__typename":83,"timestamp":130,"timezone":85,"offset":86,"time":131},1713772777,"2024-04-22T07:59:37+00:00",[133,136,140],{"__typename":95,"tag":96,"attributes":134},{"__typename":98,"name":99,"content":135},"Technologie | Liechtenecker UX Design Studio",{"__typename":95,"tag":96,"attributes":137},{"__typename":98,"name":138,"content":139},"description","Development Themen sowie zukünftige Technologien, mit denen wir uns auseinandersetzen.",{"__typename":102,"tag":103,"attributes":141},{"__typename":105,"href":142,"hreflang":13,"rel":107,"media":13,"sizes":13,"type":13},"http://liechtenecker-cms.liechtenecker-cms.svc.cluster.local/kategorie/technologie",[144,149,153,157],{"__typename":145,"id":146,"name":147,"path":148,"weight":123},"TermTags","62","AI Congress","/tag/ai-congress",{"__typename":145,"id":150,"name":151,"path":152,"weight":123},"701","KI","/tag/ki",{"__typename":145,"id":154,"name":155,"path":156,"weight":123},"716","Konferenz","/tag/konferenz",{"__typename":145,"id":158,"name":159,"path":160,"weight":123},"735","Künstliche Intelligenz","/tag/kuenstliche-intelligenz",{"__typename":162,"processed":163,"format":127,"summary":13},"TextSummary","\u003Cdiv class=\"grid-wrapper\">\n    \u003Cdiv class=\"row\">\n        \u003Cdiv class=\"default-left col-xsmall-12 col-medium-6 col-medium-offset-2 col-large-6 col-large-offset-3 \">\n            \n\u003Cp>Was haben Hunde mit KI zu tun? Wie können wir künstliche Intelligenz & Ethik vereinen? Und wo ist die goldene Mitte zwischen Skepsis und Euphorie bezüglich KI? \u003C!--more-->\u003Cbr>\n\u003Cspan style=\"font-weight: 400;\">Künstliche Intelligenz als Konzept ist uns bereits seit den 50er Jahren bekannt. Doch erst in den letzten Jahre erlebt diese Technologie einen Hype. Von Skepsis bis zur Euphorie gibt es verschiedene Meinungen zur KI – besonders spannend für uns ist die Frage nach der Ethik. Letzte Woche habe ich mich mit drei anderen Liechteneckers zum \u003C/span>\u003Ca href=\"https://www.wearedevelopers.com/ai-congress/\">\u003Cspan style=\"font-weight: 400;\">AI Congress\u003C/span>\u003C/a>\u003Cspan style=\"font-weight: 400;\"> begeben, um neuen Input bezüglich KI zu erhalten. Hier eine Zusammenfassung vom Einleitungsvortrag von Christian Heilmann. \u003C/span>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003C/p>\n\u003Ch2>\u003Cspan style=\"font-weight: 400;\">Self replicating genies – How to democratize and ensure ethics in AI\u003C/span>\u003C/h2>\n\u003Cp>\u003Cspan style=\"font-weight: 400;\">Christian Heilmann hat eine wahnsinnig spannende Liste an KI Projekten gesammelt, die du dir \u003C/span>\u003Ca href=\"https://gist.github.com/codepo8/cd29a4c07827d4a41b44c930059ae9e0\">\u003Cspan style=\"font-weight: 400;\">hier\u003C/span>\u003C/a>\u003Cspan style=\"font-weight: 400;\"> anschauen kannst. \u003C/span>\u003Ca href=\"https://www.how-old.net/\">\u003Cspan style=\"font-weight: 400;\">Diese Website\u003C/span>\u003C/a>\u003Cspan style=\"font-weight: 400;\"> schätzt dein Alter. Und hier ist ein \u003C/span>\u003Ca href=\"https://codepen.io/cassie-codes/pen/jKaVqo/\">\u003Cspan style=\"font-weight: 400;\">Shy Blob\u003C/span>\u003C/a>\u003Cspan style=\"font-weight: 400;\">, der nur dann tanzt, wenn du nicht hinschaust. Linda Liukas schreibt \u003C/span>\u003Ca href=\"https://helloruby.com/\">\u003Cspan style=\"font-weight: 400;\">Hello Ruby Bücher\u003C/span>\u003C/a>\u003Cspan style=\"font-weight: 400;\">, die Kindern das Internet, Computer und künstliche Intelligenz erklären. \u003C/span>\u003Ca href=\"https://www.autodraw.com/\">\u003Cspan style=\"font-weight: 400;\">Autodraw\u003C/span>\u003C/a>\u003Cspan style=\"font-weight: 400;\"> hilft beim Zeichnen, indem es das Objekt erkennt und fertige Zeichnungen vorschlägt.\u003C/span>\u003C/p>\n\u003Cdiv id=\"attachment_12193\" style=\"width: 1298px\" class=\"wp-caption alignnone\">\u003Ca href=\"/sites/default/files/styles/full_width/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.02.02-1.png?itok=fU6IXv4M\" data-rel=\"lightbox-gallery-MVjl7Ct9\" data-rl_title data-rl_caption title class=\"js-image-link\">\u003Cdiv alt=\"Eine süße fiktive Figur tanzt\" data-entity-type=\"media\" data-entity-uuid=\"8be26039-2dec-4247-be20-ed0976e357be\" data-langcode=\"de\" class=\"embedded-entity\">\u003Cdiv>\n  \n  \n  \u003Cdiv>\n    \u003Cdiv class=\"visually-hidden\">Bild\u003C/div>\n              \u003Cdiv>    \u003Cpicture>\n                  \u003Csource srcset=\"/sites/default/files/styles/image_width_medium/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.02.02-1.png.webp?itok=4c9Llikt 1x, /sites/default/files/styles/image_width_medium_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.02.02-1.png.webp?itok=sAccFFTc 2x\" media=\"all and (min-width: 1024px) and (max-width: 1439px)\" type=\"image/webp\" width=\"1288\" height=\"828\">\n              \u003Csource srcset=\"/sites/default/files/styles/image_width_small/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.02.02-1.png.webp?itok=6VgUn5tA 1x, /sites/default/files/styles/image_width_small_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.02.02-1.png.webp?itok=lLvBrWtf 2x\" media=\"all and (min-width: 745px) and (max-width: 1023px)\" type=\"image/webp\" width=\"1024\" height=\"658\">\n              \u003Csource srcset=\"/sites/default/files/styles/image_width_xsmall/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.02.02-1.png.webp?itok=AHOfAuou 1x, /sites/default/files/styles/image_width_xsmall_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.02.02-1.png.webp?itok=MwKAmxFD 2x\" media=\"all and (min-width: 480px) and (max-width: 744px)\" type=\"image/webp\" width=\"745\" height=\"479\">\n              \u003Csource srcset=\"/sites/default/files/styles/image_width_xxsmall/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.02.02-1.png.webp?itok=9Kdj0LK2 1x, /sites/default/files/styles/image_width_xxsmall_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.02.02-1.png.webp?itok=zU-VAbYa 2x\" media=\"all and (max-width: 479px)\" type=\"image/webp\" width=\"480\" height=\"309\">\n              \u003Csource srcset=\"/sites/default/files/styles/image_width_large/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.02.02-1.png.webp?itok=w6NRLdKY 1x, /sites/default/files/styles/image_width_large_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.02.02-1.png.webp?itok=0hj0w1UI 2x\" type=\"image/webp\" width=\"1288\" height=\"828\">\n                  \u003Cimg loading=\"lazy\" width=\"1288\" height=\"828\" src=\"/sites/default/files/styles/image_width_large_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.02.02-1.png.jpg?itok=0hj0w1UI\" alt=\"Eine süße fiktive Figur tanzt\" title=\"Bildschirmfoto 2018-12-10 um 11.02.02\">\n\n  \u003C/picture>\n\n\u003C/div>\n          \u003C/div>\n\n\u003C/div>\n\u003C/div>\n\u003C/a>\u003Cp id=\"caption-attachment-12193\" class=\"wp-caption-text\">Künstliche Intelligenz in Aktion: Shy Blob tanzt nur dann, wenn du nicht hinschaust.\u003C/p>\u003C/div>\n\u003Ch3>\u003Cspan style=\"font-weight: 400;\">1. Unbegründete Angst vor KI = falsch\u003C/span>\u003C/h3>\n\u003Cp>\u003Cspan style=\"font-weight: 400;\">KI ist aktuell einer der wachstumsstärksten Märkte, meint Heilmann. Dieses Feld sei jedoch nichts, das nur Entwickler und Programmierer beschäftigen sollte. Vielmehr geht es darum, die richtigen Fragen zu stellen, die mit Daten beantwortet werden können. Damit beschäftigt KI auch Psychologen, Sozialwissenschaftler, Künstler, Designer und so viele mehr.  \u003C/span>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003Cspan style=\"font-weight: 400;\">Viele Menschen sind besorgt darüber, dass Maschinen unsere Jobs wegnehmen werden. Das sei der Meinung Heilmanns nach unbegründet. KI wird nur die langweiligen Jobs übernehmen, die für den Menschen gar nicht so gut geeignet sind. Maschinen sind nämlich viel besser darin, mit großen Mengen an Daten umzugehen. Menschen sollen dafür bestimmen, WOFÜR Daten verwendet werden und WAS damit gemacht wird.\u003C/span>\u003C/p>\n\u003Cdiv id=\"attachment_12194\" style=\"width: 2408px\" class=\"wp-caption alignnone\">\u003Ca href=\"/sites/default/files/styles/full_width/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.00.54-1.png?itok=S1u0HzKj\" data-rel=\"lightbox-gallery-MVjl7Ct9\" data-rl_title data-rl_caption title class=\"js-image-link\">\u003Cdiv alt=\"Natalia (Autorin) wird von der Website anhand des Fotos auf 24 geschätzt. \" data-entity-type=\"media\" data-entity-uuid=\"fb188c66-c026-436b-a649-d3e2d81c0667\" data-langcode=\"de\" class=\"embedded-entity\">\u003Cdiv>\n  \n  \n  \u003Cdiv>\n    \u003Cdiv class=\"visually-hidden\">Bild\u003C/div>\n              \u003Cdiv>    \u003Cpicture>\n                  \u003Csource srcset=\"/sites/default/files/styles/image_width_medium/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.00.54-1.png.webp?itok=6H9bRBgn 1x, /sites/default/files/styles/image_width_medium_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.00.54-1.png.webp?itok=kp-y_dCi 2x\" media=\"all and (min-width: 1024px) and (max-width: 1439px)\" type=\"image/webp\" width=\"1440\" height=\"772\">\n              \u003Csource srcset=\"/sites/default/files/styles/image_width_small/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.00.54-1.png.webp?itok=rFcOE3qv 1x, /sites/default/files/styles/image_width_small_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.00.54-1.png.webp?itok=E5n3gh-O 2x\" media=\"all and (min-width: 745px) and (max-width: 1023px)\" type=\"image/webp\" width=\"1024\" height=\"549\">\n              \u003Csource srcset=\"/sites/default/files/styles/image_width_xsmall/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.00.54-1.png.webp?itok=v6quwDzZ 1x, /sites/default/files/styles/image_width_xsmall_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.00.54-1.png.webp?itok=ojTFyF2Y 2x\" media=\"all and (min-width: 480px) and (max-width: 744px)\" type=\"image/webp\" width=\"745\" height=\"400\">\n              \u003Csource srcset=\"/sites/default/files/styles/image_width_xxsmall/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.00.54-1.png.webp?itok=jTDJXjcx 1x, /sites/default/files/styles/image_width_xxsmall_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.00.54-1.png.webp?itok=GkxviUUp 2x\" media=\"all and (max-width: 479px)\" type=\"image/webp\" width=\"480\" height=\"257\">\n              \u003Csource srcset=\"/sites/default/files/styles/image_width_large/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.00.54-1.png.webp?itok=_eGP2L1l 1x, /sites/default/files/styles/image_width_large_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.00.54-1.png.webp?itok=I2cgOZnn 2x\" type=\"image/webp\" width=\"1620\" height=\"869\">\n                  \u003Cimg loading=\"lazy\" width=\"2398\" height=\"1286\" src=\"/sites/default/files/styles/image_width_large_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.00.54-1.png.jpg?itok=I2cgOZnn\" alt=\"Natalia (Autorin) wird von der Website anhand des Fotos auf 24 geschätzt. \" title=\"Bildschirmfoto 2018-12-10 um 11.00.54\">\n\n  \u003C/picture>\n\n\u003C/div>\n          \u003C/div>\n\n\u003C/div>\n\u003C/div>\n\u003C/a>\u003Cp id=\"caption-attachment-12194\" class=\"wp-caption-text\">Künstliche Intelligenz in Aktion: How-old.net schätzt dein Alter.\u003C/p>\u003C/div>\n\u003Ch3>\u003Cspan style=\"font-weight: 400;\">2. Blindes Urvertrauen in KI = falsch \u003C/span>\u003C/h3>\n\u003Cp>\u003Cspan style=\"font-weight: 400;\">So falsch, wie unbegründete Skepsis, ist auch blindes Vertrauen auf die Ethik und die Ignoranz gegenüber den Daten, auf denen KI Projekte aufbauen. „Ich habe nichts zu verbergen“, sagen Menschen oftmals, wenn man sie darauf hinweist, dass ihre Lieblingsnetzwerke Unmengen an Daten von ihnen sammeln und verwerten. Das sei dumm, meint Heilmann. \u003C/span>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003Cspan style=\"font-weight: 400;\">Vielmehr sollte man sich die Frage stellen, wie sich diese Persona, die aus den verfügbaren Daten von mir kreiiert wurde, von meinem wirklichen Ich unterscheidet. Überhaupt wird es in Zukunft viel mehr darauf hinauslaufen, dass wir die Daten, die Services und Seiten von uns sammeln, herunterladen und auch löschen werden können. Bzw. dass das eine gängige Praxis wird – zumindest wäre das eine der Möglichkeiten, die Ethik von KI zu gewährleisten. \u003C/span>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003C/p>\n\u003Cdiv id=\"attachment_12195\" style=\"width: 2534px\" class=\"wp-caption alignnone\">\u003Ca href=\"/sites/default/files/styles/full_width/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.01.22-1.png?itok=aZJTdhs8\" data-rel=\"lightbox-gallery-MVjl7Ct9\" data-rl_title data-rl_caption title class=\"js-image-link\">\u003Cdiv alt=\"Eine wacklige Zeichnung von einer Brille. \" data-entity-type=\"media\" data-entity-uuid=\"b78e7d7e-5ebc-4ef2-a5ed-b8ba9578cc94\" data-langcode=\"de\" class=\"embedded-entity\">\u003Cdiv>\n  \n  \n  \u003Cdiv>\n    \u003Cdiv class=\"visually-hidden\">Bild\u003C/div>\n              \u003Cdiv>    \u003Cpicture>\n                  \u003Csource srcset=\"/sites/default/files/styles/image_width_medium/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.01.22-1.png.webp?itok=oVxIr15S 1x, /sites/default/files/styles/image_width_medium_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.01.22-1.png.webp?itok=GS8NBF5- 2x\" media=\"all and (min-width: 1024px) and (max-width: 1439px)\" type=\"image/webp\" width=\"1440\" height=\"744\">\n              \u003Csource srcset=\"/sites/default/files/styles/image_width_small/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.01.22-1.png.webp?itok=VBkCmd-2 1x, /sites/default/files/styles/image_width_small_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.01.22-1.png.webp?itok=YZO-c4lY 2x\" media=\"all and (min-width: 745px) and (max-width: 1023px)\" type=\"image/webp\" width=\"1024\" height=\"529\">\n              \u003Csource srcset=\"/sites/default/files/styles/image_width_xsmall/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.01.22-1.png.webp?itok=efoTMbDT 1x, /sites/default/files/styles/image_width_xsmall_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.01.22-1.png.webp?itok=yEx6smKl 2x\" media=\"all and (min-width: 480px) and (max-width: 744px)\" type=\"image/webp\" width=\"745\" height=\"385\">\n              \u003Csource srcset=\"/sites/default/files/styles/image_width_xxsmall/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.01.22-1.png.webp?itok=ybzaCWLq 1x, /sites/default/files/styles/image_width_xxsmall_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.01.22-1.png.webp?itok=RsEK7sob 2x\" media=\"all and (max-width: 479px)\" type=\"image/webp\" width=\"480\" height=\"248\">\n              \u003Csource srcset=\"/sites/default/files/styles/image_width_large/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.01.22-1.png.webp?itok=A98QHDjk 1x, /sites/default/files/styles/image_width_large_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.01.22-1.png.webp?itok=9yAUASzq 2x\" type=\"image/webp\" width=\"1620\" height=\"837\">\n                  \u003Cimg loading=\"lazy\" width=\"2524\" height=\"1304\" src=\"/sites/default/files/styles/image_width_large_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.01.22-1.png.jpg?itok=9yAUASzq\" alt=\"Eine wacklige Zeichnung von einer Brille. \" title=\"Bildschirmfoto 2018-12-10 um 11.01.22\">\n\n  \u003C/picture>\n\n\u003C/div>\n          \u003C/div>\n\n\u003C/div>\n\u003C/div>\n\u003C/a>\u003Cp id=\"caption-attachment-12195\" class=\"wp-caption-text\">Künstliche Intelligenz in Aktion: Autodraw hilft beim Zeichnen, indem es das Objekt erkennt und fertige Zeichnungen vorschlägt.\u003C/p>\u003C/div>\n\u003Ch3>\u003Cspan style=\"font-weight: 400;\">3. Künstliche Intelligenz ist nur so ethisch, wie ihre Daten\u003C/span>\u003C/h3>\n\u003Cp>\u003Cspan style=\"font-weight: 400;\">KI kann keinen kreativ denkenden Menschen ersetzen. Genauso wenig besitzt KI Moral oder Ethik. Intelligente Maschinen verarbeiten lediglich die Infos, die wir ihnen speisen. \u003C/span>\u003C/p>\n\u003Cp>\u003Cspan style=\"font-weight: 400;\"> Ist diese Info verzerrt oder voreingenommen, wird dieser Bias (= kognitive Verzerrung) unter Umständen nur verstärkt. \u003C/span>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003Cspan style=\"font-weight: 400;\">Ein Beispiel: Datensätze aus Wikipedia wurden in eine KI-Applikation eingespielt. Begriffe, die in den Datensätzen oft mit “er” (also männlich) verbunden waren, speichert die Applikation als männlich ab. So ergibt sich bei der Auswertung ein “voreingenommenes” Datenmodell und der Begriff Manager wird als männlich abgespeichert wobei der Begriff Putzkraft z.B. als weiblich vermerkt wird. Ein ähnliches System, das wohl auf verzerrten Daten basierte, stufte farbige Menschen öfter krimineller ein als weiße Menschen. Die Frage: Wie bekommen wir den Faktor der Vorurteile aus KI-Applikationen raus?\u003C/span>\u003C/p>\n\u003Cp>\u003Cspan style=\"font-weight: 400;\">Begrenzte und verzerrte (oder halt vorurteilsbehaftete) Daten kreiieren schreckliche KI Ergebnisse. Deswegen sollte die Frage eher lauten: Wie bekommen wir den Faktor Vorurteile aus den Daten raus?\u003C/span>\u003C/p>\n\u003Cdiv id=\"attachment_12196\" style=\"width: 2364px\" class=\"wp-caption alignnone\">\u003Ca href=\"/sites/default/files/styles/full_width/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.03.14-1.png?itok=9fW9aYvU\" data-rel=\"lightbox-gallery-MVjl7Ct9\" data-rl_title data-rl_caption=\"Linda Liukas schreibt Hello Ruby Bücher, die Kindern das Internet, Computer und künstliche Intelligenz erklären.\" title class=\"js-image-link\">\u003Cdiv alt=\"Screenshot der helloruby.com Website\" data-entity-type=\"media\" data-entity-uuid=\"b0da26fd-d682-4615-88d6-3a9ad42bd3be\" data-langcode=\"de\" class=\"embedded-entity\">\u003Cdiv>\n  \n  \n  \u003Cdiv>\n    \u003Cdiv class=\"visually-hidden\">Bild\u003C/div>\n              \u003Cdiv>    \u003Cpicture>\n                  \u003Csource srcset=\"/sites/default/files/styles/image_width_medium/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.03.14-1.png.webp?itok=-aQyvi1w 1x, /sites/default/files/styles/image_width_medium_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.03.14-1.png.webp?itok=2uDBzeZ8 2x\" media=\"all and (min-width: 1024px) and (max-width: 1439px)\" type=\"image/webp\" width=\"1440\" height=\"680\">\n              \u003Csource srcset=\"/sites/default/files/styles/image_width_small/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.03.14-1.png.webp?itok=NR5Udfpb 1x, /sites/default/files/styles/image_width_small_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.03.14-1.png.webp?itok=7dO1b1Aw 2x\" media=\"all and (min-width: 745px) and (max-width: 1023px)\" type=\"image/webp\" width=\"1024\" height=\"484\">\n              \u003Csource srcset=\"/sites/default/files/styles/image_width_xsmall/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.03.14-1.png.webp?itok=syNSwy-H 1x, /sites/default/files/styles/image_width_xsmall_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.03.14-1.png.webp?itok=HrkVzVyi 2x\" media=\"all and (min-width: 480px) and (max-width: 744px)\" type=\"image/webp\" width=\"745\" height=\"352\">\n              \u003Csource srcset=\"/sites/default/files/styles/image_width_xxsmall/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.03.14-1.png.webp?itok=57YTAujY 1x, /sites/default/files/styles/image_width_xxsmall_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.03.14-1.png.webp?itok=grC9GB4E 2x\" media=\"all and (max-width: 479px)\" type=\"image/webp\" width=\"480\" height=\"227\">\n              \u003Csource srcset=\"/sites/default/files/styles/image_width_large/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.03.14-1.png.webp?itok=Gzs8PdW_ 1x, /sites/default/files/styles/image_width_large_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.03.14-1.png.webp?itok=dGmQM1Wf 2x\" type=\"image/webp\" width=\"1620\" height=\"765\">\n                  \u003Cimg loading=\"lazy\" width=\"2354\" height=\"1112\" src=\"/sites/default/files/styles/image_width_large_x2/public/wp-migration/wordpress-media-image/2018/12/Bildschirmfoto-2018-12-10-um-11.03.14-1.png.jpg?itok=dGmQM1Wf\" alt=\"Screenshot der helloruby.com Website\" title=\"Bildschirmfoto 2018-12-10 um 11.03.14\">\n\n  \u003C/picture>\n\n\u003C/div>\n          \u003C/div>\n\n\u003C/div>\n\u003C/div>\n\u003C/a>\u003Cp id=\"caption-attachment-12196\" class=\"wp-caption-text\">Linda Liukas schreibt Hello Ruby Bücher, die Kindern das Internet, Computer und künstliche Intelligenz erklären.\u003C/p>\u003C/div>\n\u003Ch3>\u003Cspan style=\"font-weight: 400;\">4. Mehr Transparenz ist die Zukunft \u003C/span>\u003C/h3>\n\u003Cp>\u003Cspan style=\"font-weight: 400;\">Künstliche Intelligenz kann ein hervorragendes Tool sein, um uns dabei zu helfen, weniger Fehler zu machen. Unsere physische Barrieren zu überwinden. Damit es jedoch richtig und nachhaltig funktionieren und gesellschaftlich akzeptiert werden kann, benötigt es Transparenz. Transparenz darüber, wofür die gesammelten Daten verwendet werden. \u003C/span>\u003C/p>\n\u003Cp>\u003Cspan style=\"font-weight: 400;\">Ein großes Problem von fehlender Transparenz nennt man in der KI das Black Box Modell. Dieses sagt aus, dass nicht nachvollzogen werden kann, auf welchen Fakten welche Entscheidungen basieren – weil im Hintergrund einer KI keine simplen Abfragen wie “Wenn A, dann B” stattfinden. Die mathematischen Algorithmen hinter einer AI sind extrem komplex und vertieft. So kann man zwar ein Ergebnis bekommen, aber nicht die Gründe warum und wie es zu diesem Ergebnis kam. \u003C/span>\u003C/p>\n\u003Cp>\u003Cspan style=\"font-weight: 400;\">Ein kleines Beispiel dazu: wir trainieren Hunde, damit sie Drogen, Sprengstoff oder Menschen finden. Stellen wir uns also vor, wir würden einen Hund so trainieren, dass er in Gerichtsfällen entscheidet, wer Recht und Unrecht hat. Angenommen, der Hund wäre richtig gut in seiner Aufgabe, dann dürfte er wohl als Richter fungieren. Also würde nun der Hund entscheiden, wer ins Gefängnis muss, und wer nicht. Wenn man ihn fragte, warum eine Person ins Gefängnis muss, so könnte er uns nichts antworten. Natürlich nicht. Er kann ja nicht reden. Aber im Grunde genommen ist der Hund nichts anderes als das KI Black Box Modell. \u003C/span>\u003C/p>\n\u003Cp>\u003Cspan style=\"font-weight: 400;\">Die KI muss also einen Weg finden, um ihre Schlüsse und Entscheidungen offen zu legen und keine Black Box zu werden. Transparenz ist ein wichtiger Faktor, um akzeptiert und verstanden zu werden.\u003C/span>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003C/p>\n\u003Ch2>\u003Cspan style=\"font-weight: 400;\">BONUS: Eröffnung durch Margarete Schramböck\u003C/span>\u003C/h2>\n\u003Cp>\u003Cspan style=\"font-weight: 400;\">Die Bundesministerin für Wirtschaftsstandort und Digitalisierung leitete den Kongress ein und teilte spannende Einblicke in die politische Seite der Thematik. Hier einige Zitate und Gedanken.  \u003C/span>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003Cspan style=\"font-weight: 400;\">„Menschen, die im Technologiesektor arbeiten, sind sehr privilegiert. Das bringt eine große Verantwortung mit sich.“ \u003C/span>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003Cspan style=\"font-weight: 400;\">Alle 250 Jahre erlebt eine Generation einen derartigen Wandel, dass sie von der vorhergehenden Generation kaum verstanden werden kann. Die Ministerin erzählt über die Ferien in ihrer Kindheit, in denen sie ohne Telefon, Fernsehen und jegliche weitere Verbindung zur Welt die Freizeit verbrachte, etwas das die heutige Generation an Kindern sich gar nicht mehr vorstellen kann. \u003C/span>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003C/p>\n\u003Cblockquote>\n\u003Cp>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003Cspan style=\"font-weight: 400;\">„Technologie soll uns dabei helfen, das Leben EINFACHER zu gestalten.“ \u003C/span>\u003C/p>\n\u003C/blockquote>\n\u003Cp>\u003Cspan style=\"font-weight: 400;\">Nicht nur im Minsteriumstitel findet sich die Digitalisierung wieder, vielmehr  wird sie Österreich für die nächsten Jahre stark beschäftigen. Mit Fokus auf die künstliche Intelligenz, betont Schramböck. Hier könnt ihr euch die \u003C/span>\u003Ca href=\"https://www.digitalroadmap.gv.at/\">\u003Cspan style=\"font-weight: 400;\">Digitale Strategie\u003C/span>\u003C/a>\u003Cspan style=\"font-weight: 400;\"> der österreichischen Bundesregierung anschauen. Wir sind gespannt auf die kommenden Entwicklungen & freuen uns, darin eine aktive Rolle einzunehmen. \u003C/span>\u003Cspan style=\"font-weight: 400;\">\u003Cbr>\n\u003C/span>\u003C/p>\n        \u003C/div>\n    \u003C/div>\n\u003C/div>\n\n\n",{"__typename":165,"id":166,"excludeFromScreenreader":13,"mediaImage":167,"name":172,"path":175,"status":20},"MediaImage","1156",{"__typename":168,"url":169,"width":170,"height":171,"alt":13,"title":172,"size":173,"mime":174},"Image","http://liechtenecker-cms.liechtenecker-cms.svc.cluster.local/sites/default/files/wp-migration/wordpress-media-image/2018/12/blog-gross-1-1.png",1920,500,"blog gross",1519059,"image/png","/media/1156/edit",{"__typename":165,"id":177,"excludeFromScreenreader":13,"mediaImage":178,"name":182,"path":184,"status":20},"1155",{"__typename":168,"url":179,"width":180,"height":181,"alt":13,"title":182,"size":183,"mime":174},"http://liechtenecker-cms.liechtenecker-cms.svc.cluster.local/sites/default/files/wp-migration/wordpress-media-image/2018/12/blog-klein-1-1.png",922,519,"blog klein",733433,"/media/1155/edit",{"__typename":165,"id":186,"excludeFromScreenreader":13,"mediaImage":187,"name":191,"path":194,"status":20},"1154",{"__typename":168,"url":188,"width":189,"height":190,"alt":13,"title":191,"size":192,"mime":193},"http://liechtenecker-cms.liechtenecker-cms.svc.cluster.local/sites/default/files/wp-migration/wordpress-media-image/2018/12/fb-1-1.jpg",1200,628,"fb",567595,"image/jpeg","/media/1154/edit","\u003C!-- This site is optimized with the Yoast SEO plugin v15.7 - https://yoast.com/wordpress/plugins/seo/ -->\n\u003Cmeta name=\"description\" content=\"Künstliche Intelligenz als Konzept ist uns bereits seit den 50er Jahren bekannt. Doch erst in den letzten Jahre erlebt diese Technologie einen Hype. Hier sind unsere 4 Erkentnisse vom AI Congress zum Thema Künstliche Intelligenz & Ethik.\" />\n\u003Cmeta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" />\n\u003Clink rel=\"canonical\" href=\"https://legacy.liechtenecker.dev/blog/kunstliche-intelligenz-ethik-ai-congress/\" />\n\u003Cmeta property=\"og:locale\" content=\"de_DE\" />\n\u003Cmeta property=\"og:type\" content=\"article\" />\n\u003Cmeta property=\"og:title\" content=\"Künstliche Intelligenz & Ethik – 4 Erkenntnisse vom AI Congress\" />\n\u003Cmeta property=\"og:description\" content=\"Künstliche Intelligenz als Konzept ist uns bereits seit den 50er Jahren bekannt. Doch erst in den letzten Jahre erlebt diese Technologie einen Hype. 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