The <a target="_blank" href="https://x.com/karpathy">Andrej Karpathy</a> 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.Watch on <a target="_blank" href="https://youtu.be/lXUZvyajciY">YouTube</a>; listen on <a target="_blank" href="https://podcasts.apple.com/us/podcast/andrej-karpathy-agi-is-still-a-decade-away/id1516093381?i=1000732326311">Apple Podcasts</a> or <a target="_blank" href="https://open.spotify.com/episode/3iIYVmmhXwh3fOumypWVpC?si=33d37708b2b44e2f">Spotify</a>.Sponsors* <a target="_blank" href="https://labelbox.com/dwarkesh">Labelbox</a> 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 <a target="_blank" href="https://labelbox.com/dwarkesh">labelbox.com/dwarkesh</a>* <a target="_blank" href="https://mercury.com">Mercury</a> helps you run your business better. It’s the banking platform we use for the podcast — we love that we can see our accounts, cash flows, AR, and AP all in one place. Apply online in minutes at <a target="_blank" href="https://mercury.com">mercury.com</a>* <a target="_blank" href="https://blog.google/technology/ai/veo-updates-flow/">Google’s Veo 3.1</a> update is a notable improvement to an already great model. Veo 3.1’s 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 <a target="_blank" href="https://gemini.google">https://gemini.google</a>Timestamps(00:00:00) – AGI is still a decade away(00:29:45) – LLM cognitive deficits(00:40:05) – RL is terrible(00:49:38) – How do humans learn?(01:06:25) – AGI will blend into 2% GDP growth(01:17:36) – ASI(01:32:50) – Evolution of intelligence & culture(01:42:55) - Why self driving took so long(01:56:20) - Future of education Get full access to Dwarkesh Podcast at <a href="https://www.dwarkesh.com/subscribe?utm_medium=podcast&#38;utm_campaign=CTA_4">www.dwarkesh.com/subscribe</a>

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Andrej Karpathy — AGI is still a decade away

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