{"id":4063,"date":"2023-08-09T19:40:46","date_gmt":"2023-08-09T19:40:46","guid":{"rendered":"https:\/\/dailyai.com\/?p=4063"},"modified":"2023-08-09T19:40:46","modified_gmt":"2023-08-09T19:40:46","slug":"the-struggle-to-prevent-gender-biased-ai-systems","status":"publish","type":"post","link":"https:\/\/dailyai.com\/de\/2023\/08\/the-struggle-to-prevent-gender-biased-ai-systems\/","title":{"rendered":"Der Kampf gegen geschlechtsspezifische KI-Systeme"},"content":{"rendered":"<p><b>KI kann uns mit ihrer scheinbaren Objektivit\u00e4t blenden, obwohl sie in Wirklichkeit zutiefst subjektiv und anf\u00e4llig f\u00fcr Verzerrungen ist.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Zahlreiche Studien belegen <\/span><a href=\"https:\/\/dailyai.com\/de\/2023\/08\/we-want-unbiased-llms-but-its-impossible-heres-why\/\"><span style=\"font-weight: 400;\">KI-bezogene Voreingenommenheit<\/span><\/a><span style=\"font-weight: 400;\">Die meisten Auswirkungen sind bei dunkelh\u00e4utigen Personen und Frauen zu beobachten.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Es gibt viele historische Lektionen in Bezug auf voreingenommene KI, darunter Amazons gescheitertes Rekrutierungsmodell, das es nicht schaffte, Frauen fair f\u00fcr Tech-Rollen zu empfehlen, und Gesichtserkennungsmodelle, die f\u00e4lschlicherweise mehrere schwarze M\u00e4nner identifizierten, was zu langwierigen rechtlichen Problemen f\u00fchrte.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In dem Ma\u00dfe, in dem KI tief in unser t\u00e4gliches Leben eindringt, wird die Frage der Voreingenommenheit immer wichtiger, da einige dieser Systeme in unserem Namen lebensver\u00e4ndernde Entscheidungen treffen. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Frauen sind besorgt dar\u00fcber, dass KI-Systeme ihnen nicht in gleichem Ma\u00dfe n\u00fctzen oder dienen wie M\u00e4nnern, was zu schlechten und ungerechten Entscheidungen f\u00fchrt.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Catherine Flick, Forscherin f\u00fcr Informatik und soziale Verantwortung an der De Montfort University, Gro\u00dfbritannien, kommentierte: \"Es ist eine Verst\u00e4rkung einer technozentrischen, patriarchalischen Gesellschaft, die wieder einmal geschlechtsspezifische Vorurteile in scheinbar 'neutrale' Technologie einbaut.\"\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Flick weist darauf hin, dass selbst Technologien, die wir als neutral betrachten, wie Autos oder die moderne Medizin, nicht unbedingt den Bed\u00fcrfnissen von Frauen in gleichem Ma\u00dfe gerecht werden wie denen von M\u00e4nnern.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">McKinsey's <\/span><a href=\"https:\/\/dailyai.com\/de\/2023\/06\/mckinsey-releases-special-report-on-generative-ai-these-are-the-key-findings\/\"><span style=\"font-weight: 400;\">j\u00fcngste Projektionen<\/span><\/a><span style=\"font-weight: 400;\"> deuten darauf hin, dass die KI Arbeitspl\u00e4tze verdr\u00e4ngen k\u00f6nnte, wobei Frauen 1,5-mal st\u00e4rker von einer Verdr\u00e4ngung durch KI betroffen sind als M\u00e4nner.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dr. Sasha Luccioni von der KI-Entwicklungsfirma HuggingFace sagt \u00fcber das gescheiterte Rekrutierungsprojekt von Amazon, bei dem Bewerbungen, die das Wort \"Frauen\" oder \"Frauen\" enthielten, direkt benachteiligt wurden: \"Frauen waren in den Daten so unterrepr\u00e4sentiert, dass das Modell im Grunde jedes Mal, wenn 'Frauen' auftauchte, ablehnte.\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Einige klassische Datens\u00e4tze, die f\u00fcr das Benchmarking des maschinellen Lernens (ML) verwendet werden, haben gezeigt, dass sie \u00fcberwiegend aus wei\u00dfen M\u00e4nnern bestehen.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Luccioni fuhr fort: \"Es gibt nur sehr wenige Frauen, die in diesem Bereich arbeiten, und nur sehr wenige Frauen, die einen Sitz am Tisch haben.\" Dieser Mangel an Repr\u00e4sentation ist wichtig, weil Algorithmen, so Luccioni, Werte vermitteln. Diese Werte spiegeln nicht unbedingt eine vielf\u00e4ltige Perspektive wider, wenn die Entwickler \u00fcberwiegend m\u00e4nnlich sind.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dieses Ungleichgewicht zwischen den Geschlechtern ist auch bei den KI-Trainingsdaten offensichtlich. Viele gro\u00dfe Sprachmodelle wie ChatGPT verwenden zum Training Datens\u00e4tze von Plattformen wie Reddit, wo etwa zwei Drittel der Nutzer m\u00e4nnlich sind. Infolgedessen k\u00f6nnen diese KI-Systeme Ergebnisse produzieren, die m\u00e4nnlich gepr\u00e4gte Konversationen widerspiegeln.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Adressierung <\/span><a href=\"https:\/\/dailyai.com\/de\/2023\/07\/unmasking-the-deep-seated-biases-in-ai-systems\/\"><span style=\"font-weight: 400;\">Die Vorurteile der KI<\/span><\/a><span style=\"font-weight: 400;\"> erfordert einen ganzheitlichen Ansatz, argumentiert Flick. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Von der Datenerfassung bis zur technischen Umsetzung ist eine gr\u00f6\u00dfere Vielfalt erforderlich. \"Wenn die eingehenden Daten nicht gut genug sind, sollten sie gar nicht erst in die Entwicklungsphase gelangen\", betont sie.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>KI kann uns mit ihrer scheinbaren Objektivit\u00e4t blenden, obwohl sie in Wirklichkeit zutiefst subjektiv und anf\u00e4llig f\u00fcr Verzerrungen ist.  Zahlreiche Studien weisen auf KI-bedingte Voreingenommenheit hin, wobei die meisten Auswirkungen bei dunkelh\u00e4utigen Menschen und Frauen zu beobachten sind.  Es gibt viele historische Lektionen in Bezug auf voreingenommene KI, darunter Amazons gescheitertes Rekrutierungsmodell, das es nicht schaffte, Frauen f\u00fcr technische Positionen fair zu empfehlen, und Gesichtserkennungsmodelle, die f\u00e4lschlicherweise mehrere schwarze M\u00e4nner identifizierten, was zu langwierigen rechtlichen Problemen f\u00fchrte.  In dem Ma\u00dfe, in dem KI in unseren Alltag Einzug h\u00e4lt, wird das Thema Voreingenommenheit immer wichtiger, da einige dieser Systeme in unserem Namen lebensver\u00e4ndernde Entscheidungen treffen. Frauen<\/p>","protected":false},"author":2,"featured_media":4064,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[290,103,213],"class_list":["post-4063","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-ai-bias","tag-ai-debate","tag-bias"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The struggle to prevent gender-biased AI systems | DailyAI<\/title>\n<meta name=\"description\" content=\"AI can blind us with its apparent objectivity when in reality, it\u2019s deeply subjective and liable to bias.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/de\/2023\/08\/the-struggle-to-prevent-gender-biased-ai-systems\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The struggle to prevent gender-biased AI systems | DailyAI\" \/>\n<meta property=\"og:description\" content=\"AI can blind us with its apparent objectivity when in reality, it\u2019s deeply subjective and liable to bias.\u00a0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/de\/2023\/08\/the-struggle-to-prevent-gender-biased-ai-systems\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-09T19:40:46+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/shutterstock_2268826497.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"563\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Sam Jeans\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:site\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:label1\" content=\"Verfasst von\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sam Jeans\" \/>\n\t<meta name=\"twitter:label2\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data2\" content=\"2\u00a0Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/the-struggle-to-prevent-gender-biased-ai-systems\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/the-struggle-to-prevent-gender-biased-ai-systems\\\/\"},\"author\":{\"name\":\"Sam Jeans\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/person\\\/711e81f945549438e8bbc579efdeb3c9\"},\"headline\":\"The struggle to prevent gender-biased AI systems\",\"datePublished\":\"2023-08-09T19:40:46+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/the-struggle-to-prevent-gender-biased-ai-systems\\\/\"},\"wordCount\":411,\"publisher\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/the-struggle-to-prevent-gender-biased-ai-systems\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/shutterstock_2268826497.jpg\",\"keywords\":[\"AI bias\",\"AI debate\",\"Bias\"],\"articleSection\":[\"Ethics &amp; 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