{"id":5156,"date":"2023-06-26T10:40:17","date_gmt":"2023-06-26T08:40:17","guid":{"rendered":"http:\/\/nextbrain.ai\/?p=5156"},"modified":"2023-07-10T06:53:25","modified_gmt":"2023-07-10T04:53:25","slug":"can-synthetic-data-redefine-the-course-of-ai","status":"publish","type":"post","link":"https:\/\/nextbrain.ai\/de\/blog\/can-synthetic-data-redefine-the-course-of-ai","title":{"rendered":"Kann synthetische Daten den Kurs der KI neu definieren?"},"content":{"rendered":"<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u201e\u2026 soweit die Aussagen der Mathematik sich auf die Realit\u00e4t beziehen, sind sie nicht sicher; und soweit sie sicher sind, beziehen sie sich nicht auf die Realit\u00e4t.\u201c<\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Albert Einstein<\/p>\n<\/blockquote>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image is-style-rounded\">\n<figure class=\"aligncenter size-full\"><img fetchpriority=\"high\" decoding=\"async\" src=\"http:\/\/nextbrain.ai\/wp-content\/uploads\/2023\/06\/syntethic-data.jpg\" alt=\"\" class=\"wp-image-5157\" width=\"460\" height=\"255\"\/><\/figure><\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Im Wesentlichen erm\u00f6glicht die Technologie synthetischer Daten Praktikern, die Daten, die sie suchen, m\u00fchelos zu erstellen, sofort und in H\u00fclle und F\u00fclle, angepasst an ihre genauen Spezifikationen. Zum Beispiel implementiert ein Fertigungsunternehmen einen neuen Prozess, der viele Experimente erfordert. Das Durchf\u00fchren solcher Tests erfordert erhebliche Ressourcen in Bezug auf Zeit und Geld, insbesondere wenn unser Ziel darin besteht, die nahtlose Funktionalit\u00e4t dieser Implementierungen sicherzustellen. Der Einsatz von synthetischen Daten kann dazu beitragen, diesen Aufwand zu reduzieren und die Markteinf\u00fchrungsstrategie zu beschleunigen. So scheint der Einsatz synthetischer Daten das Allheilmittel f\u00fcr jedes Unternehmen zu sein.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p>Es gibt jedoch einige Kritiker, die in Ermangelung ausreichender erfolgreicher Gesch\u00e4ftsf\u00e4lle behaupten, dass diese Technologie einige Probleme hat. Sie behaupten, dass eine der wichtigsten Erkenntnisse der Datenanalyse die Sch\u00e4tzung der Unsicherheit ist, die mit unseren Schlussfolgerungen verbunden ist, und dass diese von der Menge der verf\u00fcgbaren Daten beeinflusst werden kann. Daher k\u00f6nnte die Einf\u00fchrung synthetischer Daten unser Vertrauen in unsere Analyse k\u00fcnstlich erh\u00f6hen, was uns zu falschen Entscheidungen f\u00fchren k\u00f6nnte.<\/p>\n\n\n\n<p>Unsicherheit ist seit Jahren der Grundpfeiler der Entscheidungswissenschaften, bis zu dem Punkt, an dem sie grundlegende Konzepte wie das Studium der Natur der Daten oder das Verst\u00e4ndnis ihrer zugrunde liegenden globalen Struktur dominiert hat. Aus diesem Grund bewegen sich moderne Mathematiker und Datenwissenschaftler zu einem neuen Ansatz, der auf einer grundlegenden Idee basiert: Daten haben eine Form, und Form hat Bedeutung. Und diese Bedeutung ist mindestens ebenso wertvoll wie die mit ihrer Verwendung verbundene Unsicherheit.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Zusammenfassend ist es entscheidend, neue Perspektiven auf Daten zu akzeptieren, um neue M\u00f6glichkeiten wie synthetische Daten in unseren Entscheidungsprozessen zu nutzen.<\/p>\n<\/blockquote>","protected":false},"excerpt":{"rendered":"<p>&#8221; &#8230; as far as the propositions of mathematics refer to reality, they are not certain; and as far as they are certain, they do [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":5157,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[70],"tags":[],"class_list":["post-5156","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Can synthetic data redefine the course of AI? - NextBrain AI | No-Code Machine Learning<\/title>\n<meta name=\"description\" content=\"Can synthetic data reshape the future of AI? 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