AI Is Crossing the Frontier of Human Knowledge | 2050 Science by 2030?

AI Is Crossing the Frontier of Human Knowledge | 2050 Science by 2030?

Kevin Weil, Vice President for Science at OpenAI. After leading product teams at Twitter, Facebook, and Instagram, Kevin is now focused on accelerating scientific discovery with AI. In this interview, he explains how AI models are pushing beyond the frontier of human knowledge, why robotic labs and long-horizon reasoning could transform research, and what founders need to understand to build successfully in the age of AI. Chapters: 00:00 - Intro 00:48 - Career path → joining OpenAI 03:50 - AI solving frontier science problems 07:01 - The AI “world shift” moment 11:10 - Keeping up with rapid AI progress 12:25 - Robotic labs & the future of scientific discovery 16:52 - Risky product decisions at scale 18:27 - Designing UX for reasoning AI models 20:47 - Data Vs Taste 22:31 - Startup lessons, agents & emerging AI ecosystems 24:21 - Surprising builds on top of OpenAI 27:47 - Making history with AI 29:15 - Why AI is B2B-first and the consumer opportunity 31:16 - Open AI distribution 💡 Are you a founder building the next big thing? Join Speedrun, the startup accelerator designed to help founders move fast with capital, mentorship, and top investors. 👉 Apply now: https://speedrun.a16z.com/ 📲 Follow us for more insights: X (Twitter): https://x.com/speedrun LinkedIn: https://www.linkedin.com/school/a16zspeedrun/