{"id":1276,"date":"2015-11-20T16:05:52","date_gmt":"2015-11-20T16:05:52","guid":{"rendered":"http:\/\/dataethics.eu\/?p=1276"},"modified":"2016-02-08T07:34:01","modified_gmt":"2016-02-08T07:34:01","slug":"midt-i-en-algoritme-oekonomi","status":"publish","type":"post","link":"https:\/\/dataethics.eu\/da\/midt-i-en-algoritme-oekonomi\/","title":{"rendered":"Midt i en algoritme\u00f8konomi med lukkede \u00f8jne"},"content":{"rendered":"<p lang=\"zxx\">(Image from the Ethics of Algorithms project, <a href=\"https:\/\/cihr.eu\/ethics-of-algorithms\/\" target=\"_blank\">Center for Internet and Human Rights<\/a>)<\/p>\n<p lang=\"zxx\"><strong>Blog:<\/strong> Hvordan kan vi s\u00e6tte sp\u00f8rgsm\u00e5lstegn ved en online datatjenestes etik, hvis vi ikke ved, hvordan den er designet til at handle p\u00e5 data? Hvordan kan vi s\u00e6tte et sundhedsvarsel p\u00e5 et produkt, hvis vi ikke kender ingredienserne? Etik er noget, der skal t\u00e6nkes ind i de innovative processer, designet ind i tjenesterne fra starten. Etik skal v\u00e6re en del af algoritmerne.<\/p>\n<p lang=\"zxx\">(Post baseret p\u00e5 intervention ved IGF 2015 Joao Pessoa, Brasilien)<\/p>\n<p lang=\"zxx\">Algoritmer er forretning. Det er dem, som skaber v\u00e6rdi af data. Industrien ved dette, og alle de allerst\u00f8rste akt\u00f8rer i techbranchen investerer kraftigt i kunstig intelligens og intelligente algoritmer. Facebook, Google, Amazon, IBM. De \u00e5bner nye forskningsafdelinger, hyrer personale med ekspertise p\u00e5 omr\u00e5det i stor stil, og dedikerer store m\u00e6ngder af deres budgetter p\u00e5 omr\u00e5det.<\/p>\n<p lang=\"zxx\">Vi st\u00e5r med lukkede \u00f8jne midt i en heftigt udviklende \u00f8konomi baseret p\u00e5 at finde m\u00f8nstre i data, oprette profiler, forudsige og reagere p\u00e5 data, finde mening i data og omdanne den til v\u00e6rdi. Der er dem, som kalder dette for <a href=\"http:\/\/www.gartner.com\/newsroom\/id\/3142917\">algoritme\u00f8konomien<\/a>. Fordi det er algoritmerne, der er v\u00e6rdiskaberne. De er de succesfulde virksomheders opskrifter og er derfor naturligvis baseret p\u00e5 subjektive foruds\u00e6tninger, m\u00e5ske endda fordomme og interesser &#8211; kommercielle, statslige, videnskabelig etc.<\/p>\n<p lang=\"zxx\">Det kuri\u00f8se er her, at denne nye \u00f8konomi &#8211; med en hel r\u00e6kke af nye virksomheder, tjenester, produkter, infrastrukturer osv. med en st\u00e6rk investering af forskellige interesser \u2013 stormer fremad uden etisk tilsyn, helt uden for det offentlige udsyn.<\/p>\n<p lang=\"zxx\">Der er en total mangel p\u00e5 gennemsigtighed i de propriet\u00e6re v\u00e6rdiskabende algoritmer. De anvendes usynligt. De mennesker, de handler p\u00e5, har ikke adgang til dem. Deres grundl\u00e6ggende funktion og source code er hemmelige. Hemmelige som opskriften p\u00e5 Coca Cola. Men med en enorm indflydelse p\u00e5 vores hverdagsliv, som beskrevet af Francesco Lapenta i denne <a href=\"http:\/\/beingdigital.org\/2013\/05\/09\/algorithmic-predictive-computing-my-definition-of\/\" target=\"_blank\">Re:publica tale.<\/a><\/p>\n<p lang=\"zxx\">Mange af branchens giganter tilbyder &#8220;developer clouds&#8221; til udviklere og iv\u00e6rks\u00e6ttere. Men den m\u00e5de de tilbyder dem p\u00e5 er symptomatisk for den type <a href=\"http:\/\/www.hup.harvard.edu\/catalog.php?isbn=9780674368279\" target=\"_blank\">Black Box samfund<\/a>, som Frank Pasquale har beskrevet. De tilbyder kun API&#8217;er, redskaber til at g\u00f8re brug af deres algoritmer. Det betyder, at ikke engang de udviklere af disse nye datadrevne tjenester kender opskriften til de tjenester og produkter, de udvikler. De bliver forsynet med redskaber til at skabe mening ud af deres data, men de besidder ikke den faktiske v\u00e6rdi, som er de algoritmer, der skaber meningen og v\u00e6rdien.<\/p>\n<p lang=\"zxx\">Et eksempel er IBMs &#8220;Watson Eco System&#8221;. Det er her IBM tilbyder iv\u00e6rks\u00e6ttere &#8220;Watson partnerskaber&#8221; til at udvikle deres tjenester og forretningsid\u00e9er. En af disse nye tjenester er for eksempel Unitesus &#8211; en online karriere platform, der matcher arbejdsgivere og arbejdstagere f.eks p\u00e5 baggrund af et kulturelt match udf\u00f8rt af Watsonteknologien. Dybest set betyder det, at en algoritme profilerer og matcher en person med en potentiel arbejdsplads&#8217; kultur osv .: <i>\u201cCustom build your perfect employee based on personality, experience, values, skills and company cultural fit\u201d. <\/i> Forestil dig, at dine fremtidige karrieremuligheder bliver afgjort af en hemmelig algoritme, der finder m\u00f8nstre i for eksempel din sociale mediehistorie og profilerer dig som \u00e9n type medarbejder eller en anden \u2013 ans\u00e6ttelsesv\u00e6rdig eller ej. Forestil dig den dag, hvor karriere services som denne bliver en del af Tingenes Internet. Et evigt internetforbundet omsiggribende milj\u00f8, der m\u00e5ler dine faglige evner og personlighed baseret p\u00e5 dine bev\u00e6gelser i dit fysiske milj\u00f8? Et centraliseret og lukket propriet\u00e6rt milj\u00f8, som det <a href=\"http:\/\/www.theguardian.com\/technology\/2015\/jul\/24\/internet-of-things-centralisation-dominance\" target=\"_blank\">Julia Powles beskriver<\/a>.<\/p>\n<p lang=\"zxx\">Forestil dig de etiske implikationer. Det kan du ikke, for hvordan kan du s\u00e6tte sp\u00f8rgsm\u00e5lstegn ved en tjeneste, et produkt, en internet tings etik, hvis ikke engang udvikleren af dette produkt selv ved pr\u00e6cis, hvordan hans\/hendes produkts algoritme er udviklet til at handle p\u00e5 data? Hvordan kan vi s\u00e6tte et sundhedsvarsel p\u00e5 et produkt, hvis vi ikke kender ingredienserne?<\/p>\n<p lang=\"zxx\">Snakken om etik bliver hul, hvis vi ikke har indsigt i opskrifterne p\u00e5 de hemmelige algoritmer. Etik er noget, der skal t\u00e6nkes ind i de innovative processer, designet ind i tjenesterne fra starten (som Ind.ie eftersp\u00f8rger det i deres <a href=\"https:\/\/ind.ie\/ethical-design\/\" target=\"_blank\">Etiske Design Manifest<\/a>). Etik skal v\u00e6re en del af opskriften. Der skal v\u00e6re en afbalancering af interesser fra begyndelsen &#8211; menneskelige, kommercielle, sociale osv. Der skal indarbejdes etiske ikke-diskriminerende kriterier for algortimernes profilering og forudsigelser. Lige nu ser vi kun konsekvenserne og resultaterne af algoritmisk behandling af data. Nogle af disse konsekvenser kan vi allerede se er direkte diskriminerende. Som n\u00e5r et stykke software afg\u00f8r, om man er egnet til et job baseret p\u00e5 ens sociale mediehistorie, der samtidig afsl\u00f8rer ens sociale status. Men ser vi kun p\u00e5 konsekvenserne er vbi allerede for sene p\u00e5 den. Det er presserende, at vi f\u00e5r adgang til og overblik over den algoritmiske \u00f8konomi nu.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>(Image from the Ethics of Algorithms project, Center for Internet and Human Rights) Blog: Hvordan&#8230;<\/p>\n","protected":false},"author":7,"featured_media":1957,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[46,148,40,36,34,108,42,2],"tags":[156,138,52,50,275,54,248,160,118,122,354,150],"class_list":["post-1276","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analyser","category-blog","category-demokrati","category-forretningsmodeller","category-gratis-services","category-nyt","category-overvagning","category-nyheder","tag-amazon","tag-data","tag-data-harvest","tag-datahost","tag-diskrimination","tag-facebook","tag-google","tag-iot","tag-persondata","tag-privatliv","tag-tingenes-internet","tag-watson"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Midt i en algoritme\u00f8konomi med lukkede \u00f8jne &#183; 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