[{"@context":"https:\/\/schema.org\/","@type":"BlogPosting","@id":"https:\/\/blog.terabox.com\/insights\/andrej-karpathy-decade-ai-agents-future#BlogPosting","mainEntityOfPage":"https:\/\/blog.terabox.com\/insights\/andrej-karpathy-decade-ai-agents-future","headline":"Andrej Karpathy: The Decade of AI Agents & Future Outlook","name":"Andrej Karpathy: The Decade of AI Agents & Future Outlook","description":"\ud83d\udcfa Today’s recommended deep-dive video: https:\/\/www.youtube.com\/watch?v=lXUZvyajciY The Decade of Agents: Andrej Karpathy on the “March of Nines” and the Future of Human LearningThe Long Road to AutonomyGhosts in the MachineThe Technical Trap of RL and Synthetic DataEureka Labs and the... ","datePublished":"2026-06-24","dateModified":"2026-06-24","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\/lXUZvyajciY\/maxresdefault.jpg","url":"https:\/\/img.youtube.com\/vi\/lXUZvyajciY\/maxresdefault.jpg","height":"","width":""},"url":"https:\/\/blog.terabox.com\/insights\/andrej-karpathy-decade-ai-agents-future","video":{"@context":"http:\/\/schema.org\/","@type":"VideoObject","@id":"https:\/\/www.youtube.com\/watch?v=lXUZvyajciY#VideoObject","contentUrl":"https:\/\/www.youtube.com\/watch?v=lXUZvyajciY","name":"Andrej Karpathy \u2014 \u201cWe\u2019re summoning ghosts, not building animals\u201d","description":"The Andrej Karpathy episode. During this interview, Andrej explains why reinforcement learning is terrible (but everything else is much worse), why AGI will just blend into the previous ~2.5 centuries of 2% GDP growth, why self driving took so long to crack, and what he sees as the future of education. It was a pleasure chatting with him.\n\n\ud835\udc04\ud835\udc0f\ud835\udc08\ud835\udc12\ud835\udc0e\ud835\udc03\ud835\udc04 \ud835\udc0b\ud835\udc08\ud835\udc0d\ud835\udc0a\ud835\udc12\n* Transcript: https:\/\/dwarkesh.substack.com\/p\/andrej-karpathy\n* Apple Podcasts: https:\/\/podcasts.apple.com\/us\/podcast\/andrej-karpathy-agi-is-still-a-decade-away\/id1516093381?i=1000732326311\n* Spotify: https:\/\/open.spotify.com\/episode\/3iIYVmmhXwh3fOumypWVpC?si=33d37708b2b44e2f\n\n\ud835\udc12\ud835\udc0f\ud835\udc0e\ud835\udc0d\ud835\udc12\ud835\udc0e\ud835\udc11\ud835\udc12\n* Labelbox helps you get data that is more detailed, more accurate, and higher signal than you could get by default, no matter your domain or training paradigm. Reach out today at https:\/\/labelbox.com\/dwarkesh\n* Mercury helps you run your business better. It\u2019s the banking platform we use for the podcast \u2014 we love that we can see our accounts, cash flows, AR, and AP all in one place. Apply online in minutes at https:\/\/mercury.com\n* Google\u2019s Veo 3.1 update is a notable improvement to an already great model. Veo 3.1\u2019s generations are more coherent and the audio is even higher-quality. If you have a Google AI Pro or Ultra plan, you can try it in Gemini today by visiting https:\/\/gemini.google\n\nTo sponsor a future episode, visit\u00a0https:\/\/dwarkesh.com\/advertise\n\n\ud835\udc13\ud835\udc08\ud835\udc0c\ud835\udc04\ud835\udc12\ud835\udc13\ud835\udc00\ud835\udc0c\ud835\udc0f\ud835\udc12\n00:00:00 \u2013 AGI is still a decade away\n00:30:33 \u2013 LLM cognitive deficits\n00:40:53 \u2013 RL is terrible\n00:50:26 \u2013 How do humans learn?\n01:07:13 \u2013 AGI will blend into 2% GDP growth\n01:18:24 \u2013 ASI\n01:33:38 \u2013 Evolution of intelligence & culture\n01:43:43 - Why self driving took so long\n01:57:08 - Future of education","thumbnailUrl":["https:\/\/i.ytimg.com\/vi\/lXUZvyajciY\/default.jpg","https:\/\/i.ytimg.com\/vi\/lXUZvyajciY\/mqdefault.jpg","https:\/\/i.ytimg.com\/vi\/lXUZvyajciY\/hqdefault.jpg","https:\/\/i.ytimg.com\/vi\/lXUZvyajciY\/sddefault.jpg","https:\/\/i.ytimg.com\/vi\/lXUZvyajciY\/maxresdefault.jpg"],"uploadDate":"2025-10-17T17:15:45+00:00","duration":"PT2H26M8S","embedUrl":"https:\/\/www.youtube.com\/embed\/lXUZvyajciY","publisher":{"@type":"Organization","@id":"https:\/\/www.youtube.com\/channel\/UCXl4i9dYBrFOabk0xGmbkRA#Organization","url":"https:\/\/www.youtube.com\/channel\/UCXl4i9dYBrFOabk0xGmbkRA","name":"Dwarkesh Patel","description":"Deeply researched interviews\n","logo":{"url":"https:\/\/yt3.ggpht.com\/lG-z7sTfhFIW2Ne1oXMHvXMXyZSaA02_I17gUel0GAEj7OypsSHQ7PE91Vp4bTbpm3PTIAWJdko=s800-c-k-c0x00ffffff-no-rj","width":800,"height":800,"@type":"ImageObject","@id":"https:\/\/www.youtube.com\/watch?v=lXUZvyajciY#VideoObject_publisher_logo_ImageObject"}},"potentialAction":{"@type":"SeekToAction","@id":"https:\/\/www.youtube.com\/watch?v=lXUZvyajciY#VideoObject_potentialAction","target":"https:\/\/www.youtube.com\/watch?v=lXUZvyajciY&t={seek_to_second_number}","startOffset-input":"required name=seek_to_second_number"},"interactionStatistic":[[{"@type":"InteractionCounter","@id":"https:\/\/www.youtube.com\/watch?v=lXUZvyajciY#VideoObject_interactionStatistic_WatchAction","interactionType":{"@type":"WatchAction"},"userInteractionCount":1328428}],{"@type":"InteractionCounter","@id":"https:\/\/www.youtube.com\/watch?v=lXUZvyajciY#VideoObject_interactionStatistic_LikeAction","interactionType":{"@type":"LikeAction"},"userInteractionCount":28164}]},"about":["Insights","\u300eEnglish\u300f"],"wordCount":1878,"keywords":["sync"]},{"@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":"Andrej Karpathy: The Decade of AI Agents & Future Outlook","item":"https:\/\/blog.terabox.com\/insights\/andrej-karpathy-decade-ai-agents-future#breadcrumbitem"}]}]