[{"@context":"https:\/\/schema.org\/","@type":"BlogPosting","@id":"https:\/\/blog.terabox.com\/insights\/geoffrey-hinton-how-ai-neural-networks-understand#BlogPosting","mainEntityOfPage":"https:\/\/blog.terabox.com\/insights\/geoffrey-hinton-how-ai-neural-networks-understand","headline":"Geoffrey Hinton: How AI Neural Networks Actually Understand","name":"Geoffrey Hinton: How AI Neural Networks Actually Understand","description":"\ud83d\udcfa Today’s recommended deep-dive video: https:\/\/www.youtube.com\/watch?v=IkdziSLYzHw The Ghost in the Machine: Geoffrey Hinton on Why AI Truly UnderstandsFrom Logic to Learning: The Great AI PivotUnderstanding as a High-Dimensional HandshakeDigital Immortality and the Existential ThreatDebunking the “Inner Theater” of ConsciousnessKey TakeawaysQ&A... ","datePublished":"2026-07-03","dateModified":"2026-07-03","author":{"@type":"Person","@id":"https:\/\/blog.terabox.com\/author\/flextech-admin\/#Person","name":"flextech-admin","url":"https:\/\/blog.terabox.com\/author\/flextech-admin\/","image":{"@type":"ImageObject","@id":"https:\/\/secure.gravatar.com\/avatar\/ad516503a11cd5ca435acc9bb6523536?s=150&d=mm&r=gforcedefault=1","url":"https:\/\/secure.gravatar.com\/avatar\/ad516503a11cd5ca435acc9bb6523536?s=150&d=mm&r=gforcedefault=1","height":96,"width":96}},"publisher":{"@type":"Organization","name":"terabox","logo":{"@type":"ImageObject","@id":"http:\/\/blog.terabox.com\/wp-content\/uploads\/2021\/11\/logo\u4ea7\u54c1\u540d-\u7ad6\u7248.png","url":"http:\/\/blog.terabox.com\/wp-content\/uploads\/2021\/11\/logo\u4ea7\u54c1\u540d-\u7ad6\u7248.png","width":900,"height":900}},"image":{"@type":"ImageObject","@id":"https:\/\/img.youtube.com\/vi\/IkdziSLYzHw\/maxresdefault.jpg","url":"https:\/\/img.youtube.com\/vi\/IkdziSLYzHw\/maxresdefault.jpg","height":"","width":""},"url":"https:\/\/blog.terabox.com\/insights\/geoffrey-hinton-how-ai-neural-networks-understand","video":{"@context":"http:\/\/schema.org\/","@type":"VideoObject","@id":"https:\/\/www.youtube.com\/watch?v=IkdziSLYzHw#VideoObject","contentUrl":"https:\/\/www.youtube.com\/watch?v=IkdziSLYzHw","name":"Will AI outsmart human intelligence? - with 'Godfather of AI' Geoffrey Hinton","description":"The 2024 Nobel winner explains what AI has learned from biological intelligence, and how it might one day surpass it. \n\nThere's a Q&A session for this talk available here, exclusively for our Science Supporters: https:\/\/youtu.be\/-hZlv90HNm4\n---\nThis Discourse was recorded at the Ri on 30 May 2025. Find out more about our 200 year old Discourse series here: https:\/\/www.rigb.org\/explore-science\/explore\/blog\/history-friday-evening-discourse\n\nOur apologies as we aware there are some audio imperfections at the beginning of the talk, but they are resolved from 00:02:00 onwards.\n\n--\n\nTech headlines in the last couple of years have been dominated by Artificial Intelligence. But what do we actually mean by intelligence? What has AI learned from biological intelligence, and how do they still differ?\n\nAcclaimed computer scientist, and winner of the 2024 Nobel Prize in Physics, Geoffrey Hinton will examine the similarities and differences between artificial and biological intelligence, following his decades of ground-breaking work which has enabled the neural networks of today.\n\n---\nGeoffrey Hinton is Professor Emeritus at the University of Toronto, and a world renowned expert in the field of deep learning. He is often referred to as the \"Godfather of AI\", and in 2024 was jointly awarded the Nobel Prize in Physics \"for foundational discoveries and inventions that enable machine learning with artificial neural networks\".\n\nHe is a fellow of the Royal Society and the Royal Society of Canada, and has been recognised with many awards around the world including the Turing Award, the Royal Society Royal Medal, and Dickson Prize.\n\nHinton received a BA in Experimental Psychology from the University of Cambridge in 1970 and his PhD in Artificial Intelligence from the University of Edinburgh in 1978. Following postdoctoral work at Sussex University and the University of California San Diego, he joined the Computer Science department at Carnegie Mellon University, before moving to the Department of Computer Science at the University of Toronto in 1987. He set up the Gatsby Computational Neuroscience Unit at University College London before becoming University Professor in Toronto in 2006 and latterly University Professor Emeritus. Since 2017, Hinton has been Chief Scientific Advisor at the Vector Institute in Toronto.\n--\n#ai #godfatherofai #geoffreyhinton #artificialintelligence #understandai #whatisai #futureofai #science #technology #chatgpt #llms #whatisai #whatisthefutureofai #learning #educational #technologynews #lecture #nobelprize #nobelprize2024 #nobelprizewinner \n___\n\nThe Ri is on Facebook: http:\/\/www.facebook.com\/royalinstitution\nand TikTok: https:\/\/www.tiktok.com\/@ri_science\nListen to the Ri podcast: https:\/\/podcasters.spotify.com\/pod\/show\/ri-science-podcast\nDonate to the RI and help us bring you more lectures: https:\/\/www.rigb.org\/support-us\/donate-ri\nOur editorial policy: https:\/\/www.rigb.org\/editing-ri-talks-and-moderating-comments\nSubscribe for the latest science videos: http:\/\/bit.ly\/RiNewsletter\n\nProduct links on this page may be affiliate links which means it won't cost you any extra but we may earn a small commission if you decide to purchase through the link.","thumbnailUrl":["https:\/\/i.ytimg.com\/vi\/IkdziSLYzHw\/default.jpg","https:\/\/i.ytimg.com\/vi\/IkdziSLYzHw\/mqdefault.jpg","https:\/\/i.ytimg.com\/vi\/IkdziSLYzHw\/hqdefault.jpg","https:\/\/i.ytimg.com\/vi\/IkdziSLYzHw\/sddefault.jpg","https:\/\/i.ytimg.com\/vi\/IkdziSLYzHw\/maxresdefault.jpg"],"uploadDate":"2025-07-22T16:30:06+00:00","duration":"PT47M15S","embedUrl":"https:\/\/www.youtube.com\/embed\/IkdziSLYzHw","publisher":{"@type":"Organization","@id":"https:\/\/www.youtube.com\/channel\/UCYeF244yNGuFefuFKqxIAXw#Organization","url":"https:\/\/www.youtube.com\/channel\/UCYeF244yNGuFefuFKqxIAXw","name":"The Royal Institution","description":"Explosive short films, full length talks from the world\u2019s leading scientists and writers, and videos to challenge the way you look at the world. \n\nThe Royal Institution is a 200 year old independent charity creating opportunities for the public and scientists to explore science together, through events, education, and the CHRISTMAS LECTURES.\n\nBecome a YouTube Member to view exclusive Q&As and early release content: https:\/\/www.youtube.com\/channel\/UCYeF244yNGuFefuFKqxIAXw\/join\n\nOr support us by donating: https:\/\/www.rigb.org\/join-and-support\/donate-ri\n\nWe're part of the Amazon Associates programme, if you click on geni.us links in our video descriptions we may earn a commission on purchases. This doesn't cost you anything and the proceeds go towards our charitable work.\n\nThe Royal Institution of Great Britain is a registered charity, number: 227938.","logo":{"url":"https:\/\/yt3.ggpht.com\/8vJlZGVlvJWrKCDAtlm-SXVxedTo4eP-AL7Ym3bLQR1PqGpiT9H2MwZHS7AIQ-X_cGyTaY2iR7s=s800-c-k-c0x00ffffff-no-rj","width":800,"height":800,"@type":"ImageObject","@id":"https:\/\/www.youtube.com\/watch?v=IkdziSLYzHw#VideoObject_publisher_logo_ImageObject"}},"potentialAction":{"@type":"SeekToAction","@id":"https:\/\/www.youtube.com\/watch?v=IkdziSLYzHw#VideoObject_potentialAction","target":"https:\/\/www.youtube.com\/watch?v=IkdziSLYzHw&t={seek_to_second_number}","startOffset-input":"required name=seek_to_second_number"},"interactionStatistic":[[{"@type":"InteractionCounter","@id":"https:\/\/www.youtube.com\/watch?v=IkdziSLYzHw#VideoObject_interactionStatistic_WatchAction","interactionType":{"@type":"WatchAction"},"userInteractionCount":707682}],{"@type":"InteractionCounter","@id":"https:\/\/www.youtube.com\/watch?v=IkdziSLYzHw#VideoObject_interactionStatistic_LikeAction","interactionType":{"@type":"LikeAction"},"userInteractionCount":15611}]},"about":["Insights","\u300eEnglish\u300f"],"wordCount":1712,"keywords":["permanent"]},{"@context":"https:\/\/schema.org\/","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Insights","item":"https:\/\/blog.terabox.com\/insights\/#breadcrumbitem"},{"@type":"ListItem","position":2,"name":"Geoffrey Hinton: How AI Neural Networks Actually Understand","item":"https:\/\/blog.terabox.com\/insights\/geoffrey-hinton-how-ai-neural-networks-understand#breadcrumbitem"}]}]