{"id":7157,"date":"2019-04-23T16:15:04","date_gmt":"2019-04-23T16:15:04","guid":{"rendered":"https:\/\/dataethics.eu\/?p=7157"},"modified":"2019-04-23T16:16:09","modified_gmt":"2019-04-23T16:16:09","slug":"ti-tips-for-du-lader-maskinen-bestemme","status":"publish","type":"post","link":"https:\/\/dataethics.eu\/da\/ti-tips-for-du-lader-maskinen-bestemme\/","title":{"rendered":"Ti tips f\u00f8r du lader maskinen bestemme"},"content":{"rendered":"<p><strong>Blog. Infrastrukturer som vi ofte tager for givet, som for eksempel internettet og elektricitet, har et v\u00e6ld af underliggende automatiserede processer for overhovedet at kunne fungere. Automated Decision Making (ADM) bruges til for eksempel til at allokere patienter til hospitaler, spotte b\u00f8rn i farezonen for mistrivsel og af politiet til at vide, hvor de skal s\u00e6tte ind- vel og m\u00e6rke, f\u00f8r kriminaliteten er beg\u00e5et.\u00a0I en unders\u00f8gelse p\u00e5 tv\u00e6rs af ADM processer i EU lande kortl\u00e6gger AlgorithmWatch ti anbefalinger til, hvordan regeringer p\u00e5 tv\u00e6rs af EU b\u00f8r arbejde med og forst\u00e5 dette komplekse omr\u00e5de.<\/strong><\/p>\n<p>Flere og flere processer i vores hverdag er underst\u00f8ttet af s\u00e5kaldt Automated Decision Making (automatisk beslutningstagning). Denne udvikling er p\u00e5 mange punkter med til at drive vores samfund frem, men har ogs\u00e5 sine skyggesider.<\/p>\n<p>De automatiserede beslutningsprocesser kan misbruges. I en kendt sag vedr\u00f8rende flys\u00e6debooking blev det bevist at American Airlines, som havde udviklet et system, der automatisk bookede s\u00e6der i stedet for en tidligere tung og besv\u00e6rlig manuel proces, fremviste deres egne fly f\u00f8rst. Brugere af systemet fik alts\u00e5 ikke et retvisende billede af ledige flys\u00e6der, men et, der altid viste American Airlines f\u00f8rst. P\u00e5 samme m\u00e5de kan ADM systemer bruges og misbruges p\u00e5 en m\u00e5de, som ikke altid kommer borgeren, eller brugeren, til gode. Flys\u00e6de-eksemplet virker m\u00e5ske simpelt, men forestil dig s\u00e5, at det bruges til at finde ud af, hvilke patienter der skal tilses f\u00f8rst, eller hvilke b\u00f8rn der skal modtage ekstra st\u00f8tte eller opm\u00e6rksomhed fra myndighederne. S\u00e5 bliver debatten og forst\u00e5elsen af ADM yderligere kompliceret.<\/p>\n<p>Men b\u00f8r ADM begr\u00e6nses eller stoppes? Hvorn\u00e5r er der brug for reel regulering og lovgivning? AlgorithmWatch og Bertelsmann Stiftung, er g\u00e5et sammen om en <a href=\"https:\/\/www.bertelsmann-stiftung.de\/fileadmin\/files\/BSt\/Publikationen\/GrauePublikationen\/001-148_AW_EU-ADMreport_2801_2.pdf\" target=\"_blank\" rel=\"noopener\">rapport der tager temperaturen p\u00e5 Automated Decision Making<\/a> (ADM) p\u00e5 tv\u00e6rs af EU.<\/p>\n<p>Rapporten konkluderer, at selv om svaret om ADM b\u00f8r begr\u00e6nses eller tillades, kommer det an p\u00e5 situationen, og det er tvingende n\u00f8dvendigt at s\u00e6tte diskussionen om ADM p\u00e5 dagsordenen, da det har store konsekvenser for hverdagen som borger i EU.<\/p>\n<p><a href=\"https:\/\/www.bertelsmann-stiftung.de\/fileadmin\/files\/BSt\/Publikationen\/GrauePublikationen\/001-148_AW_EU-ADMreport_2801_2.pdf\"><img decoding=\"async\" class=\"alignright wp-image-7162 size-medium\" src=\"https:\/\/dataethics.eu\/wp-content\/uploads\/therepport-210x300.jpg\" alt=\"\" width=\"210\" height=\"300\" srcset=\"https:\/\/dataethics.eu\/wp-content\/uploads\/therepport-210x300.jpg 210w, https:\/\/dataethics.eu\/wp-content\/uploads\/therepport-220x314.jpg 220w, https:\/\/dataethics.eu\/wp-content\/uploads\/therepport-250x356.jpg 250w, https:\/\/dataethics.eu\/wp-content\/uploads\/therepport-355x506.jpg 355w, https:\/\/dataethics.eu\/wp-content\/uploads\/therepport-90x128.jpg 90w, https:\/\/dataethics.eu\/wp-content\/uploads\/therepport.jpg 630w\" sizes=\"(max-width: 210px) 100vw, 210px\" \/><\/a>Derfor frems\u00e6tter rapporten til anbefalinger til videre arbejde med ADM.<\/p>\n<ul>\n<li><strong>Fokus\u00e9r p\u00e5 de vigtigste politiske elementer.<\/strong> \u2028ADM bruges i en lang r\u00e6kke processer i dag, f.eks. til at spotte problemer med kvaliteten af madvareproduktion. Det b\u00f8r dog v\u00e6re de processer, der mere direkte p\u00e5virker hverdagen, som for eksempel ved demokratiske valg, kriminalitet eller hospitals-allokering at ADM b\u00f8r underl\u00e6gges analyse og debat.<\/li>\n<li><strong>Fokus\u00e9r p\u00e5 nuv\u00e6rende udviklinger.<\/strong> \u2028Diskussionen drejer sig hurtigt om kunstig intelligens, super intelligens, men rapporten understreger at disse ofte er pr\u00e6get af spekulationer. Politikere b\u00f8r i stedet fokusere p\u00e5 de systemer der allerede i dag er i brug.<\/li>\n<li><strong>Se ADM som et samlet system\u2028<\/strong>. Det er for let at fokusere p\u00e5 ADM som en enkeltst\u00e5ende teknologi. Rapporten understreger, at man b\u00f8r se p\u00e5, hvordan det udvikles og anvendes, med hvilke data og altid med \u00f8je for fordele og ulemper. Samtidig m\u00e5 vi v\u00e6re forhindre, at ADM indf\u00f8res udelukkende som en l\u00f8sning for at spare penge.<\/li>\n<li><strong>Husk borgeren\u2028.<\/strong> I Finland har man satset p\u00e5 et stort online kursus, der skal oplyse om kunstig intelligens, machine learning og bias. Dette g\u00f8res for at informere borgeren og s\u00e6tte alle i stand til at stille kritiske sp\u00f8rgsm\u00e5l om det, der er i s\u00e5 h\u00f8j grad p\u00e5virker hverdagen.<\/li>\n<li><strong>Husk den offentlige administration.<\/strong> \u2028Ikke kun borgerne, men ogs\u00e5 vores administrative systemer skal v\u00e6re helt opdateret p\u00e5 udviklingen p\u00e5 omr\u00e5det. Rapporten peger p\u00e5 at universiteter b\u00f8r v\u00e6re en del af dette, ikke kun for nationale instanser men ogs\u00e5 p\u00e5 EU niveau.<\/li>\n<li><strong>St\u00f8t civile organisationer.<\/strong> \u2028Rapporten p\u00e5peger, at flere civile organisationer, skal st\u00f8ttes til at kunne forske og deltage i diskussioner om ADM. Disse organisationer vil kunne unders\u00f8ge konkrete konsekvenser af ADM p\u00e5 lokalt niveau og komme med fremadrettede strategier. Derfor b\u00f8r der v\u00e6re \u00f8rem\u00e6rkede bevillinger til denne type organisationer.<\/li>\n<li><strong>Styrk tilsyn\u2028.<\/strong> P\u00e5 nuv\u00e6rende tidspunkt er tilsyn af ADM opdelt efter sektor. Det vil sige, at det er forskellige tilsynsf\u00f8rende der ser p\u00e5 for eksempel selvk\u00f8rende biler og algoritmisk underst\u00f8ttet aktiehandel. Selvom rapporten peger p\u00e5 at denne opdeling giver hver tilsynsf\u00f8rende organisation god forst\u00e5else for netop deres felt, s\u00e5 s\u00e5r rapporten samtidig tvivl om hvorvidt de hver is\u00e6r har muligt for at inkorporere og arbejde med nyeste viden p\u00e5 omr\u00e5det.<\/li>\n<li><strong>Luk afstanden mellem EU lande\u2028<\/strong>. Selvom en del EU lande allerede har strategier for arbejde med b\u00e5de digitalisering, big data og ADM s\u00e5 halter andre lande bagud. Disse lande b\u00f8r hj\u00e6lpes p\u00e5 vej og kan for eksempel finde st\u00f8tte og inspiration fra EU\u2019s AI ekspertgruppe.<\/li>\n<li><strong>T\u00e6nk udover GDPR<\/strong>. \u2028Nogle ADM processer kan s\u00e6ttes i v\u00e6rk uden at have adgang til personlig data, og d\u00e6kkes derfor ikke have GDPR lovgivning. For eksempel ved systemer der forudser sandsynligheden for kriminalitet i forskellige nabolag er der ikke n\u00f8dvendigvis tale om personlig data, ej heller om direkte diskrimination. Derfor g\u00e5r systemet uden om visse former for tilsyn og databeskyttelseslovgivning. Systemet kan dog stadig have utilsigtede konsekvenser og b\u00f8r derfor stadig underl\u00e6gges kontrol og tilsyn, p\u00e5peger rapporten.<\/li>\n<li><strong>Involv\u00e9r s\u00e5 mange stakeholders som muligt<\/strong>\u2028. Rapportens forfattere understreger at det er tvingende n\u00f8dvendigt at f\u00e5 s\u00e5 mange synspunkter p\u00e5 ADM som muligt og at landene rent faktisk skal efterleve det.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Blog. Infrastrukturer som vi ofte tager for givet, som for eksempel internettet og elektricitet, har&#8230;<\/p>\n","protected":false},"author":15,"featured_media":7161,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[148,108,110,2],"tags":[2802,2800,2804],"class_list":["post-7157","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-nyt","category-rapporter","category-nyheder","tag-adm","tag-algorithmwatch","tag-automated-decision-making"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Ti tips f\u00f8r du lader maskinen bestemme &#183; Dataetisk T&aelig;nkehandletank<\/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:\/\/dataethics.eu\/da\/ti-tips-for-du-lader-maskinen-bestemme\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ti tips f\u00f8r du lader maskinen bestemme &#183; Dataetisk T&aelig;nkehandletank\" \/>\n<meta property=\"og:description\" content=\"Blog. 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