{"id":211721,"date":"2025-04-17T21:06:30","date_gmt":"2025-04-18T02:06:30","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/04\/how-connectionism-is-reshaping-the-future-of-machine-learning-pedro-domingos"},"modified":"2025-04-17T21:06:30","modified_gmt":"2025-04-18T02:06:30","slug":"how-connectionism-is-reshaping-the-future-of-machine-learning-pedro-domingos","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/04\/how-connectionism-is-reshaping-the-future-of-machine-learning-pedro-domingos","title":{"rendered":"How Connectionism Is Reshaping the Future of Machine Learning | Pedro Domingos"},"content":{"rendered":"<p><\/p>\n<p><iframe style=\"display: block; margin: 0 auto; width: 100%; aspect-ratio: 4\/3; object-fit: contain;\" src=\"https:\/\/www.youtube.com\/embed\/sT64h0VjEPI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope;\n   picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>This episode is sponsored by Indeed. Stop struggling to get your job post seen on other job sites. Indeed\u2019s Sponsored Jobs help you stand out and hire fast. With Sponsored Jobs your post jumps to the top of the page for your relevant candidates, so you can reach the people you want faster.<\/p>\n<p>Get a $75 Sponsored Job Credit to boost your job\u2019s visibility! Claim your offer now: <a href=\"https:\/\/www.indeed.com\/EYEONAI\">https:\/\/www.indeed.com\/EYEONAI<\/a><\/p>\n<p>In this episode, renowned AI researcher Pedro Domingos, author of The Master Algorithm, takes us deep into the world of Connectionism\u2014the AI tribe behind neural networks and the deep learning revolution.<\/p>\n<p>From the birth of neural networks in the 1940s to the explosive rise of transformers and ChatGPT, Pedro unpacks the history, breakthroughs, and limitations of connectionist AI. Along the way, he explores how supervised learning continues to quietly power today\u2019s most impressive AI systems\u2014and why reinforcement learning and unsupervised learning are still lagging behind.<\/p>\n<p>We also dive into:<br \/> The tribal war between Connectionists and Symbolists.<br \/> The surprising origins of Backpropagation.<br \/> How transformers redefined machine translation.<br \/> Why GANs and generative models exploded (and then faded)<br \/> The myth of modern reinforcement learning (DeepSeek, RLHF, etc.)<br \/> The danger of AI research narrowing too soon around one dominant approach.<\/p>\n<p>Whether you\u2019re an AI enthusiast, a machine learning practitioner, or just curious about where intelligence is headed, this episode offers a rare deep dive into the ideological foundations of AI\u2014and what\u2019s coming next.<\/p>\n<div class=\"more-link-wrapper\"> <a class=\"more-link\" href=\"https:\/\/lifeboat.com\/blog\/2025\/04\/how-connectionism-is-reshaping-the-future-of-machine-learning-pedro-domingos\">Continue reading \u201cHow Connectionism Is Reshaping the Future of Machine Learning | Pedro Domingos\u201d | &gt;<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>This episode is sponsored by Indeed. Stop struggling to get your job post seen on other job sites. Indeed\u2019s Sponsored Jobs help you stand out and hire fast. With Sponsored Jobs your post jumps to the top of the page for your relevant candidates, so you can reach the people you want faster. Get a [\u2026]<\/p>\n","protected":false},"author":661,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1878,41,6],"tags":[],"class_list":["post-211721","post","type-post","status-publish","format-standard","hentry","category-employment","category-information-science","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/211721","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/661"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=211721"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/211721\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=211721"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=211721"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=211721"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}