{"id":141667,"date":"2022-07-04T15:22:17","date_gmt":"2022-07-04T20:22:17","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2022\/07\/yann-lecuns-vision-for-creating-autonomous-machines"},"modified":"2022-07-04T15:22:17","modified_gmt":"2022-07-04T20:22:17","slug":"yann-lecuns-vision-for-creating-autonomous-machines","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2022\/07\/yann-lecuns-vision-for-creating-autonomous-machines","title":{"rendered":"Yann LeCun\u2019s vision for creating autonomous machines"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/yann-lecuns-vision-for-creating-autonomous-machines2.jpg\"><\/a><\/p>\n<p>In the midst of the heated debate about <a href=\"https:\/\/venturebeat.com\/2022\/06\/20\/3-things-large-language-models-need-in-an-era-of-sentient-ai-hype\/\">AI sentience<\/a>, conscious machines and artificial general intelligence, Yann LeCun, Chief AI Scientist at Meta, published a blueprint for creating \u201cautonomous machine intelligence.\u201d<\/p>\n<p>LeCun has compiled his ideas in a <a href=\"https:\/\/openreview.net\/forum?id=BZ5a1r-kVsf\">paper<\/a> that draws inspiration from progress in machine learning, robotics, neuroscience and cognitive science. He lays out a roadmap for creating AI that can model and understand the world, reason and plan to do tasks on different timescales.<\/p>\n<p>While the paper is not a scholarly document, it provides a very interesting framework for thinking about the different pieces needed to replicate animal and human intelligence. It also shows how the mindset of LeCun, an award-winning pioneer of <a href=\"https:\/\/venturebeat.com\/2022\/03\/27\/this-is-what-makes-deep-learning-so-powerful\/\">deep learning<\/a>, has changed and why he thinks current approaches to AI will not get us to human-level AI.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In the midst of the heated debate about AI sentience, conscious machines and artificial general intelligence, Yann LeCun, Chief AI Scientist at Meta, published a blueprint for creating \u201cautonomous machine intelligence.\u201d LeCun has compiled his ideas in a paper that draws inspiration from progress in machine learning, robotics, neuroscience and cognitive science. He lays out [\u2026]<\/p>\n","protected":false},"author":359,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[47,6],"tags":[],"class_list":["post-141667","post","type-post","status-publish","format-standard","hentry","category-neuroscience","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/141667","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\/359"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=141667"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/141667\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=141667"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=141667"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=141667"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}