
Chapters
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