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Andrej Karpathy — AGI is still a decade away
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.
Watch on YouTube; read the transcript.
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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
This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.dwarkesh.com
What if you could talk without speaking?
The AI Trap: Why Buying More Tech Won’t Fix Your Broken Business
#2537 - David Sinclair
Middlegarchs are the new Oligarchs
Look beyond Silicon Valley. Look beyond Wall Street. Look beyond the “oligarchs”. There's a much larger class of wealthy Americans hiding in plain sight. And, often, they got rich in mundane ways. They own car dealerships. They sell hot dogs and frozen mini-quiches. They run waxing salons. They supply fabricated metal and urinal cakes. They are dentists.
Collectively, these "Main Street millionaires" control much more wealth than the billionaire lightning rods who launch rockets into space, appear on manosphere podcasts, and have Hollywood movies made about them. Many of these millionaires have also grown rich enough to afford superyachts, 10,000-square-foot homes, and pet tigers.
At the center of their story is a quiet revolution in the American economy: the rise of a particular kind of private business. On today’s show, how did the power of the “stealthy wealthy” millionaires come to rival that of the billionaire oligarchs? And, how are they shaping policies that lower their taxes and raise your prices?
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This episode was hosted by Greg Rosalsky and Sarah Gonzalez. It was produced by Emma Peaslee. It was edited by Marianne McCune with fact checking help from Sierra Juarez. It was engineered by Kwesi Lee. Alex Goldmark is Planet Money’s executive producer.
Music: NPR Source Audio - "Collectible Kicks," "Blazed and Emboldened," and "Arturo’s Revenge
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Iran Drops Reality Check….
Your Environment Could Be Keeping You Broke
The people around you influence what feels normal, what feels possible, and how seriously you take your own ambitions.
In this episode of The Level Up Podcast, Paul Alex breaks down why entrepreneurs need to intentionally evaluate their environment and recognize when the people surrounding them are reinforcing standards that no longer match where they are trying to go.
You’ll learn why remaining loyal to an environment that discourages ambition can slow your growth, how temporary isolation can help protect your focus, and why surrounding yourself with higher-level operators can completely change the way you think about business and opportunity.
In this episode, you’ll learn:
• How your environment influences your standards and expectations
• Why fear of outgrowing old relationships can limit your progress
• How protecting your focus helps you navigate periods of transition
• Why proximity to ambitious people can expand what you believe is possible
The truth is simple: Your environment is constantly influencing the person you are becoming.
Protect your vision. Choose your circle intentionally. Put yourself around people whose standards challenge you to grow.
Your Network is your NETWORTH!
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