{"id":216269,"date":"2025-06-19T18:09:22","date_gmt":"2025-06-19T23:09:22","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/06\/andrej-karpathy-software-is-changing-again"},"modified":"2025-06-19T18:09:22","modified_gmt":"2025-06-19T23:09:22","slug":"andrej-karpathy-software-is-changing-again","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/06\/andrej-karpathy-software-is-changing-again","title":{"rendered":"Andrej Karpathy: Software Is Changing (Again)"},"content":{"rendered":"<p><\/p>\n<p><iframe style=\"display: block; margin: 0 auto; width: 100%; aspect-ratio: 4\/3; object-fit: contain;\" src=\"https:\/\/www.youtube.com\/embed\/LCEmiRjPEtQ?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope;\n   picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>Andrej Karpathy\u2019s keynote at AI Startup School in San Francisco. Slides provided by Andrej: <a href=\"https:\/\/drive.google.com\/file\/d\/1a0h1mkwfmV2PlekxDN8isMrDA5evc4wW\">https:\/\/drive.google.com\/file\/d\/1a0h1mkwfmV2PlekxDN8isMrDA5evc4wW<\/a>\u2026<\/p>\n<p>Drawing on his work at Stanford, OpenAI, and Tesla, Andrej sees a shift underway. Software is changing, again. We\u2019ve entered the era of \u201cSoftware 3.0,\u201d where natural language becomes the new programming interface and models do the rest.<\/p>\n<p>He explores what this shift means for developers, users, and the design of software itself\u2014 that we\u2019re not just using new tools, but building a new kind of computer.<\/p>\n<p>More content from Andrej: \/ <a href=\"https:\/\/twitter.com\/andrejkarpathy\">@andrejkarpathy<\/a>.<\/p>\n<p>Chapters and Thoughts (From Andrej Karpathy!)<br \/> 0:00 \u2014 Imo fair to say that software is changing quite fundamentally again. LLMs are a new kind of computer, and you program them *in English*. Hence I think they are well deserving of a major version upgrade in terms of software.<br \/> 6:06 \u2014 LLMs have properties of utilities, of fabs, and of operating systems \u2192 New LLM OS, fabbed by labs, and distributed like utilities (for now). Many historical analogies apply \u2014 imo we are computing circa ~1960s.<br \/> 14:39 \u2014 LLM psychology: LLMs = \\.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Andrej Karpathy\u2019s keynote at AI Startup School in San Francisco. Slides provided by Andrej: https:\/\/drive.google.com\/file\/d\/1a0h1mkwfmV2PlekxDN8isMrDA5evc4wW\u2026 Drawing on his work at Stanford, OpenAI, and Tesla, Andrej sees a shift underway. Software is changing, again. We\u2019ve entered the era of \u201cSoftware 3.0,\u201d where natural language becomes the new programming interface and models do the rest. He explores [\u2026]<\/p>\n","protected":false},"author":709,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-216269","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/216269","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\/709"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=216269"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/216269\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=216269"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=216269"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=216269"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}