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Andrej Karpathy on Code Agents, AutoResearch, and the Loopy Era of AI

2026-03-20 · 67 min · episode 154 · 12 entities

episode page audio

Asserted relationships

  • 0.63
    evidence rules-v4
    Andrej Karpathy on Code Agents, AutoResearch, and the Loopy Era of AI
  • → discusses Science concept
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    evidence rules-v4
    Feed category: Science
  • → discusses Technology concept
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    Feed category: Technology
  • → discusses Business concept
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    Feed category: Business
  • → discusses Entrepreneurship concept
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    Feed category: Entrepreneurship
  • → hosted by Conviction company
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    Feed author/publisher: Conviction

Entities found in this episode

concepts 8

  • mentioned Science concept
    0.50
    evidence rules-v4
    Feed category: Science
  • mentioned Technology concept
    0.50
    evidence rules-v4
    Feed category: Technology
  • mentioned Business concept
    0.50
    evidence rules-v4
    Feed category: Business
  • mentioned Entrepreneurship concept
    0.50
    evidence rules-v4
    Feed category: Entrepreneurship
  • discusses Science concept
    0.40
    evidence rules-v4
    Feed category: Science
  • discusses Technology concept
    0.40
    evidence rules-v4
    Feed category: Technology
  • discusses Business concept
    0.40
    evidence rules-v4
    Feed category: Business
  • discusses Entrepreneurship concept
    0.40
    evidence rules-v4
    Feed category: Entrepreneurship

companys 2

  • mentioned Conviction company
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    evidence rules-v4
    Feed author/publisher: Conviction
  • hosted by Conviction company
    0.40
    evidence rules-v4
    Feed author/publisher: Conviction

persons 1

  • mentioned Andrej Karpathy person
    0.66
    evidence rules-v4
    Andrej Karpathy on Code Agents, AutoResearch, and the Loopy Era of AI

podcasts 1

Episode description as stored
What happens when AI agents can design experiments, collect data, and improve — without a human in the loop? Andrej Karpathy joins Sarah Guo on the state of models, the future of engineering and education, thinking about impact on jobs, and his project AutoResearch: where agents close the loop on a piece of AI research (experimentation, training, and optimization, autonomously). 00:00 Andrej Karpathy Introduction 02:55 What Capability Limits Remain? 06:15 What Mastery of Coding Agents Looks Like 11:16 Second Order Effects of Natural Language Coding 15:51 Why AutoResearch  22:45 Relevant Skills in the AI Era 28:25 Model Speciation 32:30 Building More Collaboration Surfaces for Humans and AI 37:28 Analysis of Jobs Market Data 48:25 Open vs. Closed Source Models 53:51 Autonomous Robotics 1:00:59 MicroGPT and Agentic Education 1:05:40 Conclusion