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#2537 - David Sinclair

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

The AI Trap: Why Buying More Tech Won’t Fix Your Broken Business

What if you could talk without speaking?

Hocus Pocus! Republican’s Bizarre Midterm Message, Erika’s Creepy K-12 Tour, And UVU’s Slender Man.

Stop Being Intimidated by People More Talented Than You
Natural ability can give someone an advantage at the beginning. But talent without discipline eventually creates an opening for the person willing to keep practicing, improving, and executing longer.
In this episode of The Level Up Podcast, Paul Alex breaks down why entrepreneurs should stop obsessing over the advantages their competitors were born with and start focusing on the habits they can control.
You’ll learn why repeated effort can close skill gaps, how adversity can strengthen operators who are used to earning their progress, and why consistent daily execution can outperform raw talent over a long enough timeline.
In this episode, you’ll learn:
• Why natural talent is only an initial advantage
• How consistent repetition improves skills over time
• Why difficult learning curves can strengthen your work ethic
• How discipline can become a competitive advantage against more gifted competitors
The truth is simple: You cannot control how naturally talented someone else is.
You can control the reps. You can control the consistency. You can control whether you are still working after everyone else gets comfortable.
Your Network is your NETWORTH!
Make sure to add me on all SOCIAL MEDIA PLATFORMS:
Instagram: https://jo.my/paulalex2024
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YouTube: https://www.youtube.com/channel/UCGhDAD1JyGGzSQUPD9lc9HQ
LinkedIn: https://jo.my/inpaulalex2024
Looking for a secondary source of income or want to become an entrepreneur? Check out one of my companies below to see if we can help you:
FREE Copy of my book “Blue to Digital Gold - The New American Dream”

Arvind Krishna & Nikesh Arora: Quantum Threat, Open vs Frontier AI, AI Cyber Warfare & SaaS Collapse
(0:00) Arvind Krishna & Nikesh Arora talk about Quantum Computing's Threat to Encryption
(9:07) Open Weight vs. Frontier AI Models
(18:07) AI and Cyber Warfare
(21:14) AI Regulation and the Global AI Arms Race
(30:32) Vertical Integration and Software Consolidation
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https://x.com/nikesharora
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Intro Music Credit:
https://rb.gy/tppkzl
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Intro Video Credit:
https://x.com/TheZachEffect
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