Karpathy Interview: AGI is a Decade Away, Current RL is Terrible
jiqizhixin · x · 2026-08-04
AI pioneer Andrej Karpathy sat down with Dwarkesh for an in-depth interview covering the current state and future of AGI and LLMs.
Key Topics & Takeaways:
- AGI Timeline: AGI is still a decade away, and its impact will likely blend smoothly into 2% GDP growth.
- Model Limitations: Discussed cognitive deficits in current LLMs and stated bluntly that RL (Reinforcement Learning) is currently "terrible."
- Interdisciplinary Insights: Explored how humans learn, the evolution of intelligence and culture, and why self-driving took so long.
- Future Outlook: Touched upon ASI (Artificial Superintelligence) and the future of education.
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