How close are we to automating scientific discovery? What do AI competition wins really tell us about progress toward AGI? OpenAI Chief Scientist Jakub Pachocki and researcher Szymon Sidor share inside stories—from gold medals at the International Math Olympiad to surprising leaps in reasoning—that reveal where AI is headed next.
1:20 – From high school in Poland to AI research leaders
4:50 – Explaining AGI: technical and everyday perspectives
6:30 – Automating scientific discovery with AI
7:50 – Breakthroughs in medicine, AI safety, and alignment
10:30 – Today is a decade in the making
14:30 – Benchmark saturation and its limits
16:50 – Why math competitions matter for AI
18:15 – How models reason without tools
21:45 – Recognizing when a model can’t solve a problem
23:30 – Storytime: AtCoder competition in Japan
26:50 – How reasoning breakthroughs really happen
28:55 – What’s next for scaling and long-horizon reasoning
30:30 – What AGI will look and feel like
36:25 – Balancing trust and personal value
34:00 – Advice to high school students in 2025
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