{"id":13423,"date":"2024-02-27T17:30:58","date_gmt":"2024-02-27T22:30:58","guid":{"rendered":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=13423"},"modified":"2024-02-27T18:17:35","modified_gmt":"2024-02-27T23:17:35","slug":"effective-machine-learning-needs-leadership-not-ai-hype","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/effective-machine-learning-needs-leadership-not-ai-hype\/13423\/","title":{"rendered":"Effective Machine Learning Needs Leadership \u2014 Not AI Hype"},"content":{"rendered":"Originally published in BigThink, Feb 12, 2024.\u00a0 Excerpted from\u00a0The AI Playbook: Mastering the Rare Art of Machine Learning Deployment\u00a0by Eric Siegel (February 6, 2024), published by The MIT Press. The ML (Machine Learning) industry has bitten forbidden fruit: It has chosen to promote itself as AI, an ill-defined umbrella term that includes ML within its malleable scope. This tends to mislead, especially when discussing a more typical, practical ML initiative designed to improve business operations and not, for example, meant to generate humanlike writing or to achieve human-level \u201cintelligence.\u201d While the world largely knows of ML as AI, <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/effective-machine-learning-needs-leadership-not-ai-hype\/13423\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>Originally published in BigThink, Feb 12, 2024.\u00a0 Excerpted from\u00a0The AI Playbook: Mastering the Rare Art of Machine Learning Deployment\u00a0by Eric Siegel (February 6, 2024), published by The MIT Press. The ML (Machine Learning) industry has bitten forbidden fruit: It has chosen to promote itself as AI, an ill-defined umbrella term that includes ML within its [&hellip;]<\/p>\n","protected":false},"author":72,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[3],"tags":[879,368,6,243,1276,1321],"class_list":["post-13423","post","type-post","status-publish","format-standard","hentry","category-leading-stories","tag-ai","tag-artificial-intelligence","tag-eric-siegel","tag-machine-learning","tag-ml","tag-the-ai-playbook"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/13423","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\/72"}],"replies":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/comments?post=13423"}],"version-history":[{"count":7,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/13423\/revisions"}],"predecessor-version":[{"id":13430,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/13423\/revisions\/13430"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=13423"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=13423"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=13423"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}