{"id":13814,"date":"2025-04-07T11:06:13","date_gmt":"2025-04-07T15:06:13","guid":{"rendered":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=13814"},"modified":"2025-04-07T11:06:13","modified_gmt":"2025-04-07T15:06:13","slug":"when-to-use-genai-versus-predictive-ai","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/when-to-use-genai-versus-predictive-ai\/13814\/","title":{"rendered":"When to Use GenAI Versus Predictive AI"},"content":{"rendered":"Originally published on\u00a0MIT Sloan, March 24, 2025. Generative AI doesn\u2019t suit every problem. Use these guidelines to decide between predictive AI \u2014 machine learning and deep learning tools \u2014 and generative AI. THE ANALYTICS LANDSCAPE has evolved significantly during the past decade. Many organizations have progressed from basic statistical modeling to machine learning, and some have added deep learning to their toolkits as well. In this context, the emergence of generative AI \u2014 with its ability to create humanlike text, generate images, and write code \u2014 introduces new possibilities and new questions. While generative AI promises to revolutionize <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/when-to-use-genai-versus-predictive-ai\/13814\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>Originally published on\u00a0MIT Sloan, March 24, 2025. Generative AI doesn\u2019t suit every problem. Use these guidelines to decide between predictive AI \u2014 machine learning and deep learning tools \u2014 and generative AI. THE ANALYTICS LANDSCAPE has evolved significantly during the past decade. Many organizations have progressed from basic statistical modeling to machine learning, and some [&hellip;]<\/p>\n","protected":false},"author":13468,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[11,48],"tags":[],"class_list":["post-13814","post","type-post","status-publish","format-standard","hentry","category-industry-news","category-left-hand"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/13814","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/users\/13468"}],"replies":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/comments?post=13814"}],"version-history":[{"count":1,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/13814\/revisions"}],"predecessor-version":[{"id":13815,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/13814\/revisions\/13815"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=13814"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=13814"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=13814"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}