162: 143M jobs scored by how at RISK they are from AI

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Summary: Andrej Karpathy, co-creator of ChatGPT, quietly built a research agent, fed it the entire US job market and scored 143 million jobs on their AI exposure. The results went viral, then he deleted the whole thing. Thankfully someone cloned the repo before it vanished. The takeaway is blunt: if your job lives on a screen, you're looking at a 7, 8, or 9 out of 10 on the AI risk scale. Software developers, lawyers, customer support, travel agents, all deep in the red. Nurses, plumbers, electricians? Barely a scratch. We walked through the whole chart live and I'll be honest, it's equal parts fascinating and uncomfortable.

Beyond the jobs data, we covered a genuinely brilliant story out of Australia where a bloke with zero medical training used ChatGPT and DeepMind's AlphaFold to design a personalised cancer vaccine for his dog. It worked. The tumour halved. The red tape took longer than the actual science, which tells you everything about where we are right now. We also talked about Meta quietly falling out of the AI race after their new model flopped internal benchmarks, and I walked through a bunch of Claude Code skill repositories so you can start plugging domain expertise straight into your AI workflow.

—— Time Stamps ——

0:00 Intro
0:30 Karpathy's AI Job Exposure Chart: 143 Million US Jobs Scored
5:01 Which Jobs Are Most at Risk from AI?
8:37 Are Lawyers Really Safe from AI?
9:39 Safest Jobs in the AI Age: Trades and Healthcare
10:52 Live Q&A: Finding Your Job on the Chart
13:44 Will AI Replace Teachers?
15:29 The Trades Oversupply Trap
16:41 Why You Need Multiple Income Sources Now
19:50 Man Uses ChatGPT to Create a Cancer Vaccine for His Dog
29:33 Meta Falls Behind: The AI Race Is Down to Three
34:18 Best Free AI Documentaries on YouTube
36:52 Claude Skills Explained: Expert Knowledge for Your AI
39:13 Where to Find 88,000+ Claude Code Skills
43:51 Claude 2x Off-Peak Usage Promotion Explained
46:57 Wrap Up & Newsletter

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