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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?
#2537 - David Sinclair
The AI Trap: Why Buying More Tech Won’t Fix Your Broken Business
Why Rejection Teaches You More Than Another Course
There comes a point when learning becomes another form of procrastination.
In this episode of The Level Up Podcast, Paul Alex breaks down why entrepreneurs eventually have to leave theory behind, enter the market, and allow real customers to expose what actually needs improvement.
You’ll learn why rejection provides valuable feedback, how real-world experience reveals problems that planning cannot predict, and why rapid action and iteration can teach you more than endlessly consuming books, courses, and podcasts.
In this episode, you’ll learn:
• Why excessive preparation can become intellectual procrastination
• How customer rejection gives you valuable market feedback
• Why real-world execution exposes problems theory cannot predict
• How taking action and adjusting quickly accelerates your growth
The truth is simple: You cannot perfect a business from the sidelines.
Make the call. Pitch the offer. Hear the objections. Fix what is broken and get back into the market.
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Supreme Court Just Made Huge Decision for Midterms…
WE WERE RIGHT! UVU Releases Their Independent Review. | Ep 394
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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