[{"@context":"https:\/\/schema.org\/","@type":"BlogPosting","@id":"https:\/\/blog.terabox.com\/insights\/dario-amodei-ai-scaling-laws-agi#BlogPosting","mainEntityOfPage":"https:\/\/blog.terabox.com\/insights\/dario-amodei-ai-scaling-laws-agi","headline":"Dario Amodei: AI Scaling Laws and the Path to AGI","name":"Dario Amodei: AI Scaling Laws and the Path to AGI","description":"\ud83d\udcfa Today’s recommended deep-dive video: https:\/\/www.youtube.com\/watch?v=n1E9IZfvGMA The Country of Geniuses: Scaling AGI in One to Three YearsThe Big Blob of ComputeThe “Country of Geniuses” TimelineThe Economics of Frontier LabsGeopolitics and Constitutional AIKey TakeawaysQ&A The Country of Geniuses: Scaling AGI in... ","datePublished":"2026-06-23","dateModified":"2026-06-23","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\/n1E9IZfvGMA\/maxresdefault.jpg","url":"https:\/\/img.youtube.com\/vi\/n1E9IZfvGMA\/maxresdefault.jpg","height":"","width":""},"url":"https:\/\/blog.terabox.com\/insights\/dario-amodei-ai-scaling-laws-agi","video":{"@context":"http:\/\/schema.org\/","@type":"VideoObject","@id":"https:\/\/www.youtube.com\/watch?v=n1E9IZfvGMA#VideoObject","contentUrl":"https:\/\/www.youtube.com\/watch?v=n1E9IZfvGMA","name":"Dario Amodei \u2014 \u201cWe are near the end of the exponential\u201d","description":"Dario Amodei thinks we are just a few years away from \u201ca country of geniuses in a data center\u201d. In this episode, we discuss what to make of the scaling hypothesis in the current RL regime, how AI will diffuse throughout the economy, whether Anthropic is underinvesting in compute given their timelines, how frontier labs will ever make money, whether regulation will destroy the boons of this technology, US-China competition, and much more.\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:\/\/www.dwarkesh.com\/p\/dario-amodei-2\n* Apple Podcasts: https:\/\/podcasts.apple.com\/us\/podcast\/dario-amodei-the-highest-stakes-financial-model-in-history\/id1516093381?i=1000749621800\n* Spotify: https:\/\/open.spotify.com\/episode\/2ZNrpVSrgZMlDwQinl20Ay?si=9D4aG1l7S-2wzLsiILRLIg\n\n\ud835\udc12\ud835\udc0f\ud835\udc0e\ud835\udc0d\ud835\udc12\ud835\udc0e\ud835\udc11\ud835\udc12\n- Labelbox can get you the RL tasks and environments you need. Their massive network of subject-matter experts ensures realism across domains, and their in-house tooling lets them continuously tweak task difficulty to optimize learning. Reach out at https:\/\/labelbox.com\/dwarkesh\n- Jane Street sent me another puzzle\u2026 this time, they\u2019ve trained backdoors into 3 different language models \u2014 they want you to find the triggers. Jane Street isn\u2019t even sure this is possible, but they\u2019ve set aside $50,000 for the best attempts and write-ups. They\u2019re accepting submissions until April 1st at https:\/\/janestreet.com\/dwarkesh\n- Mercury\u2019s personal accounts make it easy to share finances with a partner, a roommate\u2026 or OpenClaw. Last week, I wanted to try OpenClaw for myself, so I used Mercury to spin up a virtual debit card with a small spend limit, and then I let my agent loose. No matter your use case, apply at https:\/\/mercury.com\/personal-banking\n\nTo sponsor a future episode, visit https:\/\/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 - What exactly are we scaling?\n00:12:36 - Is diffusion cope?\n00:29:42 - Is continual learning necessary?\n00:46:20 - If AGI is imminent, why not buy more compute?\n00:58:49 - How will AI labs actually make profit?\n01:31:19 - Will regulations destroy the boons of AGI?\n01:47:41 - Why can\u2019t China and America both have a country of geniuses in a datacenter?\n02:05:46 - Claude's constitution","thumbnailUrl":["https:\/\/i.ytimg.com\/vi\/n1E9IZfvGMA\/default.jpg","https:\/\/i.ytimg.com\/vi\/n1E9IZfvGMA\/mqdefault.jpg","https:\/\/i.ytimg.com\/vi\/n1E9IZfvGMA\/hqdefault.jpg","https:\/\/i.ytimg.com\/vi\/n1E9IZfvGMA\/sddefault.jpg","https:\/\/i.ytimg.com\/vi\/n1E9IZfvGMA\/maxresdefault.jpg"],"uploadDate":"2026-02-13T17:11:03+00:00","duration":"PT2H22M20S","embedUrl":"https:\/\/www.youtube.com\/embed\/n1E9IZfvGMA","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=n1E9IZfvGMA#VideoObject_publisher_logo_ImageObject"}},"potentialAction":{"@type":"SeekToAction","@id":"https:\/\/www.youtube.com\/watch?v=n1E9IZfvGMA#VideoObject_potentialAction","target":"https:\/\/www.youtube.com\/watch?v=n1E9IZfvGMA&t={seek_to_second_number}","startOffset-input":"required name=seek_to_second_number"},"interactionStatistic":[[{"@type":"InteractionCounter","@id":"https:\/\/www.youtube.com\/watch?v=n1E9IZfvGMA#VideoObject_interactionStatistic_WatchAction","interactionType":{"@type":"WatchAction"},"userInteractionCount":1144387}],{"@type":"InteractionCounter","@id":"https:\/\/www.youtube.com\/watch?v=n1E9IZfvGMA#VideoObject_interactionStatistic_LikeAction","interactionType":{"@type":"LikeAction"},"userInteractionCount":18673}]},"about":["Insights","\u300eEnglish\u300f"],"wordCount":2134,"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":"Dario Amodei: AI Scaling Laws and the Path to AGI","item":"https:\/\/blog.terabox.com\/insights\/dario-amodei-ai-scaling-laws-agi#breadcrumbitem"}]}]