Fei-Fei Li: In 10 Years There Will Be Only 2 Kinds of Workers
Silicon Valley Girl: AI, Tech and Career GrowthShow Notes
Dr. Fei-Fei Li created ImageNet — the dataset that triggered the deep learning revolution. Now she runs World Labs, where she just raised $1 billion to teach AI something it still can't do: understand physical space. She was named Time Person of the Year in 2025 and won the Queen Elizabeth Prize for Engineering. David Rogier founded MasterClass in 2015 on the idea that everyone should have access to world-class teachers. He has an MBA from Stanford and now builds all his own work tools with Claude Code instead of buying software — including a to-do list app that auto-deletes anything sitting on the list for more than a day and a half. In this episode, we get into what AI can already do and what it still can't, why the two loudest takes on AI — that it'll save the world, and that it'll take all the jobs — are both wrong, and what your kids' schooling and your own career actually look like in 10 years. We cover: Why Fei-Fei Li says "the cost of intelligence goes to zero" is an irresponsible claim — and what human intelligence actually includes beyond language Spatial intelligence: the four things AI still can't do (understand, reason about, generate, and interact with 3D space) — and why World Labs is betting $1B on it The barbell effect in the workforce: why being "decent" at anything isn't enough anymore, and the two roles that will thrive — top 1% specialists and high-agency generalists Why AI tutoring delivers the same learning in 60% less time — and why the real obstacle to changing education isn't the technology David's full CEO stack: custom apps he built himself, "Davidify" — his own AI clone he gave his team — and why he stopped buying software The one thing to do when an employee is scared to try AI: sit down with them, not send a YouTube link What the job of product manager looks like today vs. five years ago — and why Fei-Fei only hires PMs who are riding the wave Fei-Fei's advice for non-tech professionals: find someone under 25 and let them show you their world for a weekend How long until AI handles the laundry — Fei-Fei's actual estimate Links: 📌Subscribe to my free newsletter where I go deeper on AI tools, career strategies, and building with AI: https://siliconvalleygirl.beehiiv.com/subscribe?utm_source=spotify&utm_medium=video&utm_campaign=futureproof-sub&utm_content=FeiFeiLi 🔗 Instagram: https://www.instagram.com/siliconvalleygirl/ 𝕏 : https://x.com/siliconvalleymm 💼 LinkedIn: https://www.linkedin.com/in/marinamogilko 📌 My Companies & Products: https://Marinamogilko.co
More from Silicon Valley Girl: AI, Tech and Career Growth
James Manyika runs research and labs at Google, and his team recently studied millions of real Gemini conversations to see how people use AI at work. In a typical job, it's only about a fifth of the tasks. I asked him what that means for your job and your salary, why he bet against the people who predicted half of white-collar jobs would disappear in two years, which three signals would change his forecast, and which AI breakthroughs are already in your life without you noticing.📩 Follow my Newsletter: https://siliconvalleygirl.beehiiv.com/subscribe?utm_source=spotify&utm_medium=description&utm_campaign=futureproof-sub&utm_content=30-days-plan&utm_term=james-manyika
Brian Chesky built Airbnb into an S&P 500 company, and he says starting a business today is easier than it was 20 years ago. In this episode we go step by step: how Airbnb is becoming AI-native, why chat is the wrong interface for most work, how Brian generates 30,000 ideas a year and picks the ones worth doing, why the phone is the enemy of focus, and the one habit that separates real builders from everyone else. 📩 7 skills that make you irreplaceable: https://siliconvalleygirl.beehiiv.com/p/7-skills-that-make-you-irreplaceable-adc6?utm_source=spotify&utm_medium=description&utm_campaign=futureproof-sub&utm_content=7-Brian-Chesky
Daron Acemoglu is an MIT economist and a 2024 Nobel laureate in Economic Sciences. He believes some of AI’s biggest business opportunities are being overlooked—but where does he see the real money, and what should you learn to stay valuable?
Greg Brockman co-founded OpenAI and previously served as CTO of Stripe. He believes AI could spark a massive renaissance of entrepreneurship—but what should we actually build when the models keep getting better? In this episode, I show Greg the AI app I created to prepare for our interview and ask how to make it more ambitious. We talk about what makes an AI product worth paying for, why domain expertise matters more than ever, and how founders and small-business owners can use AI today.
The U.S. Bureau of Labor Statistics projects which jobs will grow through 2035, and it rated 831 occupations by how much of the work AI can do or help with. I went through the data to find the careers where demand is growing, what they pay, and what it takes to get in.We rank 10 growing careers by median salary, from management analysts at $101,860 to computer and information systems managers at $175,140. You'll see why nurse practitioners are the fastest-growing occupation in the country, why software developers are still projected to add 174,700 jobs, and which six-figure healthcare job sits in the lowest AI exposure group. Then we look at the five occupations shrinking fastest and what they have in common.At the end, I show you a simple exercise from Stanford economist Erik Brynjolfsson. Split your last two weeks of work into define, execute and evaluate. Pick one repetitive task, try it with AI, and check the result. Then decide what responsibility you want to grow into with the time you get back.📌 FREE: my 20-minute AI agent setup — no code needed. Subscribe to Future Proof for the free guide →https://siliconvalleygirl.beehiiv.com/p/your-first-autonomous-agent-in-20-min-5429?utm_source=spotify&utm_medium=video&utm_campaign=futureproof-sub&utm_content=first-agent&utm_term=10professions 🎧 *Full conversation with Erik Brynjolfsson:* https://open.spotify.com/episode/3lyMQ1Qg7ybNJIgAmAzq97?si=8JYKTMIxS_aKYidy2AfcZw