Limitless: An AI Podcast Will AI Take Your Job? Andrej Karpathy's Report Shows Who Will Survive (and who won't)
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Mar 16, 2026 A deep dive into Andrej Karpathy's report on which occupations face high AI exposure. Discussion highlights the 150 million jobs and trillions in wages at stake. They pinpoint roles most vulnerable like repetitive entry-level and computer-based work. The conversation also covers which hands-on, blue-collar jobs remain relatively safe and how AI diffusion and robotics could reshape labor demand.
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Computer Workfaces Highest AI Exposure
- AI exposure is highest for computer-based tasks like financial analysis, programming, and transcription.
- Andrej Karpathy's report scores US jobs 0–10 on AI exposure, showing many high-pay digital roles are most affected.
Karpathy's Weekend Project Went Viral Then Vanished
- Andrej Karpathy built a weekend 'vibe coded' project scoring 342 occupations for AI exposure, then deleted the repo after it went viral.
- Josh forked and republished the repo so listeners could view the job-exposure chart themselves.
Start Using AI To Keep Your Job
- Use AI tools to augment your output or risk being displaced, especially in repetitive, junior-level tasks.
- The hosts emphasize junior engineers, designers, and transcriptionists should learn AI to retain leverage and productivity.