{"id":70004,"date":"2020-06-22T23:44:13","date_gmt":"2020-06-22T23:44:13","guid":{"rendered":"https:\/\/80000hours.org\/?post_type=podcast&#038;p=70004"},"modified":"2024-11-29T10:18:08","modified_gmt":"2024-11-29T10:18:08","slug":"stuart-russell-human-compatible-ai","status":"publish","type":"podcast","link":"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/","title":{"rendered":"Stuart Russell on the flaws that make today&#8217;s AI architecture unsafe, and a new approach that could fix&nbsp;them"},"author":59,"featured_media":70011,"template":"","categories":[1182,1181,1113,1183],"class_list":["post-70004","podcast","type-podcast","status-publish","has-post-thumbnail","hentry","category-technical-ai-safety-research","category-artificial-intelligence","category-computer-science-phd","category-long-term-ai-policy"],"acf":{"acf_audio_url":"https:\/\/media.transistor.fm\/19c5bb44\/6dc902af.mp3","acf_highlights_audio_url":"","acf_audio_player_thumbnail_image_url":"https:\/\/images.transistor.fm\/file\/transistor\/images\/episode\/1324813\/thumb_1683544638-artwork.jpg"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Stuart Russell on the flaws that make today&#039;s AI architecture unsafe, and a new approach that could fix them - 80,000 Hours<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Professor Stuart Russell on the flaws that make today&#039;s AI architecture unsafe &amp; a new approach that could fix it\" \/>\n<meta property=\"og:description\" content=\"Stuart Russell, Professor at UC Berkeley and co-author of the most popular AI textbook, thinks the way we approach machine learning today is fundamentally flawed.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"80,000 Hours\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/80000Hours\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-29T10:18:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/80000hours.org\/wp-content\/uploads\/2020\/06\/Hey-Siri-iPad-AAPro-By-JQason-Zigrino-wallpaper.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1500\" \/>\n\t<meta property=\"og:image:height\" content=\"900\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"The flaws that make today&#039;s AI architecture unsafe &amp; a new approach that could fix it\" \/>\n<meta name=\"twitter:description\" content=\"Stuart Russell, Professor at UC Berkeley and co-author of the most popular AI textbook, thinks the way we approach machine learning today is fundamentally flawed.\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/80000hours.org\/wp-content\/uploads\/2020\/06\/Hey-Siri-iPad-AAPro-By-JQason-Zigrino-wallpaper.jpg\" \/>\n<meta name=\"twitter:site\" content=\"@80000hours\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/\",\"url\":\"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/\",\"name\":\"Stuart Russell on the flaws that make today's AI architecture unsafe, and a new approach that could fix them - 80,000 Hours\",\"isPartOf\":{\"@id\":\"https:\/\/80000hours.org\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/80000hours.org\/wp-content\/uploads\/2020\/06\/siri3.jpg\",\"datePublished\":\"2020-06-22T23:44:13+00:00\",\"dateModified\":\"2024-11-29T10:18:08+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/#primaryimage\",\"url\":\"https:\/\/80000hours.org\/wp-content\/uploads\/2020\/06\/siri3.jpg\",\"contentUrl\":\"https:\/\/80000hours.org\/wp-content\/uploads\/2020\/06\/siri3.jpg\",\"width\":2192,\"height\":1213,\"caption\":\"One day we may all have access to AI assistants that are more capable than we are. But if we make them the way we currently develop AI, they probably won't do what we really want.\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/80000hours.org\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Podcast\",\"item\":\"https:\/\/80000hours.org\/podcast\/episodes\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Stuart Russell on the flaws that make today&#8217;s AI architecture unsafe, and a new approach that could fix&nbsp;them\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/80000hours.org\/#website\",\"url\":\"https:\/\/80000hours.org\/\",\"name\":\"80,000 Hours\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/80000hours.org\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/80000hours.org\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/80000hours.org\/#organization\",\"name\":\"80,000 Hours\",\"url\":\"https:\/\/80000hours.org\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/80000hours.org\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/80000hours.org\/wp-content\/uploads\/2018\/07\/og-logo_0.png\",\"contentUrl\":\"https:\/\/80000hours.org\/wp-content\/uploads\/2018\/07\/og-logo_0.png\",\"width\":1500,\"height\":785,\"caption\":\"80,000 Hours\"},\"image\":{\"@id\":\"https:\/\/80000hours.org\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/80000Hours\",\"https:\/\/x.com\/80000hours\",\"https:\/\/www.youtube.com\/user\/eightythousandhours\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Stuart Russell on the flaws that make today's AI architecture unsafe, and a new approach that could fix them - 80,000 Hours","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/","og_locale":"en_US","og_type":"article","og_title":"Professor Stuart Russell on the flaws that make today's AI architecture unsafe & a new approach that could fix it","og_description":"Stuart Russell, Professor at UC Berkeley and co-author of the most popular AI textbook, thinks the way we approach machine learning today is fundamentally flawed.","og_url":"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/","og_site_name":"80,000 Hours","article_publisher":"https:\/\/www.facebook.com\/80000Hours","article_modified_time":"2024-11-29T10:18:08+00:00","og_image":[{"width":1500,"height":900,"url":"https:\/\/80000hours.org\/wp-content\/uploads\/2020\/06\/Hey-Siri-iPad-AAPro-By-JQason-Zigrino-wallpaper.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_title":"The flaws that make today's AI architecture unsafe & a new approach that could fix it","twitter_description":"Stuart Russell, Professor at UC Berkeley and co-author of the most popular AI textbook, thinks the way we approach machine learning today is fundamentally flawed.","twitter_image":"https:\/\/80000hours.org\/wp-content\/uploads\/2020\/06\/Hey-Siri-iPad-AAPro-By-JQason-Zigrino-wallpaper.jpg","twitter_site":"@80000hours","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/","url":"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/","name":"Stuart Russell on the flaws that make today's AI architecture unsafe, and a new approach that could fix them - 80,000 Hours","isPartOf":{"@id":"https:\/\/80000hours.org\/#website"},"primaryImageOfPage":{"@id":"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/#primaryimage"},"image":{"@id":"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/80000hours.org\/wp-content\/uploads\/2020\/06\/siri3.jpg","datePublished":"2020-06-22T23:44:13+00:00","dateModified":"2024-11-29T10:18:08+00:00","breadcrumb":{"@id":"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/#primaryimage","url":"https:\/\/80000hours.org\/wp-content\/uploads\/2020\/06\/siri3.jpg","contentUrl":"https:\/\/80000hours.org\/wp-content\/uploads\/2020\/06\/siri3.jpg","width":2192,"height":1213,"caption":"One day we may all have access to AI assistants that are more capable than we are. But if we make them the way we currently develop AI, they probably won't do what we really want."},{"@type":"BreadcrumbList","@id":"https:\/\/80000hours.org\/podcast\/episodes\/stuart-russell-human-compatible-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/80000hours.org\/"},{"@type":"ListItem","position":2,"name":"Podcast","item":"https:\/\/80000hours.org\/podcast\/episodes\/"},{"@type":"ListItem","position":3,"name":"Stuart Russell on the flaws that make today&#8217;s AI architecture unsafe, and a new approach that could fix&nbsp;them"}]},{"@type":"WebSite","@id":"https:\/\/80000hours.org\/#website","url":"https:\/\/80000hours.org\/","name":"80,000 Hours","description":"","publisher":{"@id":"https:\/\/80000hours.org\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/80000hours.org\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/80000hours.org\/#organization","name":"80,000 Hours","url":"https:\/\/80000hours.org\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/80000hours.org\/#\/schema\/logo\/image\/","url":"https:\/\/80000hours.org\/wp-content\/uploads\/2018\/07\/og-logo_0.png","contentUrl":"https:\/\/80000hours.org\/wp-content\/uploads\/2018\/07\/og-logo_0.png","width":1500,"height":785,"caption":"80,000 Hours"},"image":{"@id":"https:\/\/80000hours.org\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/80000Hours","https:\/\/x.com\/80000hours","https:\/\/www.youtube.com\/user\/eightythousandhours"]}]}},"_links":{"self":[{"href":"https:\/\/80000hours.org\/wp-json\/wp\/v2\/podcast\/70004"}],"collection":[{"href":"https:\/\/80000hours.org\/wp-json\/wp\/v2\/podcast"}],"about":[{"href":"https:\/\/80000hours.org\/wp-json\/wp\/v2\/types\/podcast"}],"author":[{"embeddable":true,"href":"https:\/\/80000hours.org\/wp-json\/wp\/v2\/users\/59"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/80000hours.org\/wp-json\/wp\/v2\/media\/70011"}],"wp:attachment":[{"href":"https:\/\/80000hours.org\/wp-json\/wp\/v2\/media?parent=70004"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/80000hours.org\/wp-json\/wp\/v2\/categories?post=70004"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}