{"id":30147,"date":"2024-08-26T10:53:02","date_gmt":"2024-08-26T10:53:02","guid":{"rendered":"https:\/\/direc.dk\/kun-digitale-dream-teams-kan-vinde-de-afgoerende-ai-kampe-i-det-offentlige\/"},"modified":"2024-12-13T14:54:39","modified_gmt":"2024-12-13T14:54:39","slug":"kun-digitale-dream-teams-kan-vinde-de-afgoerende-ai-kampe-i-det-offentlige","status":"publish","type":"post","link":"https:\/\/direc.dk\/da\/kun-digitale-dream-teams-kan-vinde-de-afgoerende-ai-kampe-i-det-offentlige\/","title":{"rendered":"Kun digitale dream teams kan vinde de afg\u00f8rende AI-kampe i det offentlige"},"content":{"rendered":"\t\t
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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tTil nyheder<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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26. august 2024<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Kun digitale dream teams kan vinde de afg\u00f8rende AI-kampe i det offentlige <\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Der er store forventninger til AI i det offentlige. Men for at det kan lykkes, skal vi samle flere digitale dream teams med spillere\u202ffra de danske universiteter p\u00e5 holdkortet.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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AI i det offentlige er ikke noget nyt. Langsomt har teknologien sneget sig ind p\u00e5 kommunekontorer og\u202fhospitalsgange.\u202fMen jublen er udeblevet.\u202fDerfor er det rettidig omhu, at regeringen nu har nedsat en taskforce til at identificere potentialer og barrierer i forbindelse med brugen af AI\u202fi det offentlige Danmark.\u202f
\n\u202f
\nI Danmarks nationale forskningscenter for digital teknologi \u2013 DIREC \u2013 har vi de seneste fire \u00e5r st\u00f8ttet en r\u00e6kke forsknings- og innovationsprojekter, hvor forskere i samarbejde med offentlige organisationer unders\u00f8ger, hvordan AI\u202fkan l\u00f8se udfordringer og skabe v\u00e6rdi for det danske samfund.
\n\u202f
\nVi st\u00e5r foran et v\u00e6ld af muligheder med AI. Men hvis vi for alvor skal h\u00f8ste frugterne, ved vi, at det kr\u00e6ver et styrket samarbejde mellem de offentlige akt\u00f8rer, innovative virksomheder og forskere fra de danske universiteter.\u202f<\/p>\n

Gevinster for millioner<\/h5>\n

De forskningsprojekter, DIREC finansierer, viser tydeligt, at der er meget at hente ved at anvende digital teknologi og AI i det offentlige.\u202f
\n\u202f
\nI et projekt samarbejder forskere p\u00e5 tv\u00e6rs af Danmark med en r\u00e6kke hospitaler om at analysere CT-scanninger fra patienter med nyrekr\u00e6ft med AI. Samarbejdet viser, at det er muligt at forkorte behandlingsforl\u00f8b med 2-4 uger, undg\u00e5 un\u00f8dige biopsier og\u202fspare omkring 15-25 millioner kroner \u00e5rligt i sundhedsv\u00e6senet.\u202f<\/p>\n

I et andet projekt samarbejder forskere med danske forsyningsselskaber for at unders\u00f8ge, hvordan AI kan hj\u00e6lpe med at undg\u00e5 oversv\u00f8mmelser ved kraftig regn ved at fordele nedb\u00f8r og spildevand rundt i s\u00f8er og vandsystemet mest effektivt.\u202f\u202f
\nF\u00e6lles for alle projekter er, at AI-teknologi ikke er noget, vi\u202fbare kan tage ned fra hylden. Forskere, virksomheder og det offentlige skal i samarbejde udvikle specifikke l\u00f8sninger p\u00e5 en r\u00e6kke udfordringer. Her er tre eksempler p\u00e5 disse udfordringer:\u202f<\/p>\n

1. AI skal kunne forklares\u202f <\/strong>
\nStore AI-modeller best\u00e5r af millioner og nogle gange milliarder af parametre, og deres svar afh\u00e6nger af en kombination af dem. De seneste ti \u00e5r har vi fors\u00f8gt at f\u00e5 AI til at sandsynligg\u00f8re alt fra tvangsfjernelser til langtidsledige. Men de har fejlet, fordi sagsbehandlerne ikke har en chance for at forst\u00e5 modellernes logik.\u202f\u202f
\nDet offentlige har ikke brug for en chatbot, som altid kan spytte et svar ud. Der er brug for en teknologi, som kan spille sammen med borgerne og de offentligt ansatte.\u202f\u202f
\n\u202f
\nDerfor er der behov for at udvikle et lag af teknologi, som kan forklare, hvordan modellerne kommer frem til svarene. S\u00e5 behandlingen af en byggesag ikke blot ender i et ja eller nej, men ogs\u00e5 indeholder argumenterne for afg\u00f8relsen. Forklarlig AI (Explainable AI) er en n\u00f8dvendig foruds\u00e6tning for, at AI bliver en medspiller, som kan underst\u00f8tte borgerne og de offentligt ansatte.\u202f<\/p>\n

2. AI skal f\u00f8lge loven\u202f <\/strong>
\nStore sprogmodeller svarer ikke altid korrekt. De har en tendens til at hallucinere. Det er sj\u00e6ldent et problem, n\u00e5r vi\u202fgenererer tante Odas festsang ved hj\u00e6lp af ChatGPT.\u202fMen skal AI anvendes som chatbots i borgerens kommunikation med det offentlige, skal vi kunne stole p\u00e5, at modellernes svar\u202fer korrekt. Vi skal\u202fkunne verificere, at svaret f.eks. overholder g\u00e6ldende lovgivning.
\n\u202f
\nDer er stort behov for at bygge et lag af teknologi omkring sprogmodellerne, som kan give denne garanti.\u202fEn s\u00e5dan regel-baseret tilgang f\u00e5s ikke i de store sprogmodeller i dag. Sprogmodellerne skal i h\u00f8jere grad ses som en brugervenlig indgang til en mere avanceret AI, der som en erfaren sagsbehandler altid kommer frem til det helt korrekte svar.
\n\u202f
\n3. AI skal beskytte privatlivets fred\u202f <\/strong>
\nEn effektiv AI skal v\u00e6re tr\u00e6net med store m\u00e6ngder data. Men mange af de data, som det offentlige anvender, er personf\u00f8lsomme. Det er et stort problem i et samfund, hvor vi er enige om, at privatlivet skal beskyttes.\u202f
\nEn r\u00e6kke forskere p\u00e5 de danske universiteter arbejder med denne udfordring. Et bud p\u00e5 en l\u00f8sning er \u201cfederated learning,\u201d hvor algoritmen tr\u00e6nes lokalt, men \u201cbes\u00f8ger\u201d servere hos eksempelvis hospitaler og sender resultatet tilbage. S\u00e5ledes forlader data aldrig de beskyttede milj\u00f8er. En anden tilgang er \u201cedge-based computing,\u201d som komprimerer store AI-modeller til mindre modeller, der kan k\u00f8re p\u00e5 lokale computere, s\u00e5 personf\u00f8lsomme data ikke skal behandles\u202fi skyen.<\/p>\n

Skab digitale dream teams p\u00e5 tv\u00e6rs<\/h5>\n

De tre udfordringer er bare et udpluk af det, mange\u202fforskere p\u00e5 de danske universiteter dedikerer deres v\u00e5gne timer til. Spredt p\u00e5 universiteter ligger dyb viden om, hvad AI-teknologi kan, og hvilke ekstra teknologier, som skal bringes i spil\u202ffor at skabe succesfuld AI i det offentlige.\u202f <\/p>\n

Den vigtigste opgave for den nedsatte taskforce for AI bliver at inddrage den enorme viden p\u00e5 universiteterne, i virksomhederne og i det offentlige. Vi skal samle eksperterne inden for digitalisering og AI i Danmark i digitale dream teams.\u202f\u202f<\/p>\n

Kun digitale dream teams kan\u202fsikre, at AI bliver en succes i det offentlige.\u202f <\/p>\n

Indl\u00e6gget er bragt p\u00e5 altinget.dk den 26. august 2024<\/em><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

26. august 2024<\/b>
\nDer er store forventninger til AI i det offentlige. Men for at det kan lykkes, skal vi samle flere digitale dream teams med spillere\u202ffra de danske universiteter p\u00e5 holdkortet.\u202f<\/p>\n","protected":false},"author":3,"featured_media":30143,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[184,31],"tags":[],"class_list":["post-30147","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-direc-opinion-da","category-nyheder"],"yoast_head":"\nKun digitale dream teams kan vinde de afg\u00f8rende AI-kampe i det offentlige - DIREC<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/direc.dk\/da\/kun-digitale-dream-teams-kan-vinde-de-afgoerende-ai-kampe-i-det-offentlige\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Kun digitale dream teams kan vinde de afg\u00f8rende AI-kampe i det offentlige - DIREC\" \/>\n<meta property=\"og:description\" content=\"26. august 2024 Der er store forventninger til AI i det offentlige. Men for at det kan lykkes, skal vi samle flere digitale dream teams med spillere\u202ffra de danske universiteter p\u00e5 holdkortet.\u202f\" \/>\n<meta property=\"og:url\" content=\"https:\/\/direc.dk\/da\/kun-digitale-dream-teams-kan-vinde-de-afgoerende-ai-kampe-i-det-offentlige\/\" \/>\n<meta property=\"og:site_name\" content=\"DIREC\" \/>\n<meta property=\"article:published_time\" content=\"2024-08-26T10:53:02+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-12-13T14:54:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/direc.dk\/wp-content\/uploads\/2024\/08\/Digital-dreamteams_news.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Susanne Br\u00f8ndberg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Skrevet af\" \/>\n\t<meta name=\"twitter:data1\" content=\"Susanne Br\u00f8ndberg\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimeret l\u00e6setid\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutter\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/direc.dk\\\/da\\\/kun-digitale-dream-teams-kan-vinde-de-afgoerende-ai-kampe-i-det-offentlige\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/direc.dk\\\/da\\\/kun-digitale-dream-teams-kan-vinde-de-afgoerende-ai-kampe-i-det-offentlige\\\/\"},\"author\":{\"name\":\"Susanne Br\u00f8ndberg\",\"@id\":\"https:\\\/\\\/direc.dk\\\/da\\\/#\\\/schema\\\/person\\\/3fcdff2b9bc83fcb7b642fa67a946f38\"},\"headline\":\"Kun digitale dream teams kan vinde de afg\u00f8rende AI-kampe i det offentlige\",\"datePublished\":\"2024-08-26T10:53:02+00:00\",\"dateModified\":\"2024-12-13T14:54:39+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/direc.dk\\\/da\\\/kun-digitale-dream-teams-kan-vinde-de-afgoerende-ai-kampe-i-det-offentlige\\\/\"},\"wordCount\":883,\"publisher\":{\"@id\":\"https:\\\/\\\/direc.dk\\\/da\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/direc.dk\\\/da\\\/kun-digitale-dream-teams-kan-vinde-de-afgoerende-ai-kampe-i-det-offentlige\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/direc.dk\\\/wp-content\\\/uploads\\\/2024\\\/08\\\/Digital-dreamteams_news.jpg\",\"articleSection\":[\"DIREC opinion\",\"Nyheder\"],\"inLanguage\":\"da-DK\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/direc.dk\\\/da\\\/kun-digitale-dream-teams-kan-vinde-de-afgoerende-ai-kampe-i-det-offentlige\\\/\",\"url\":\"https:\\\/\\\/direc.dk\\\/da\\\/kun-digitale-dream-teams-kan-vinde-de-afgoerende-ai-kampe-i-det-offentlige\\\/\",\"name\":\"Kun digitale dream teams kan vinde de afg\u00f8rende AI-kampe i det offentlige - 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