Heather Kulik
Latent Space: The AI Engineer Podcast
🔬Why There Is No "AlphaFold for Materials" — AI for Materials Discovery with Heather Kulik
- Published
- March 24, 2026
- Duration
- 35:15
- Summary source
- youtube captions
- Last updated
- Apr 21, 2026
There's a school of thought that why should I bother to learn chemistry or physics or whatever when chat GPT you know has PhD level understanding of that anyway.
Summary
There's a school of thought that why should I bother to learn chemistry or physics or whatever when chat GPT you know has PhD level understanding of that anyway. [music] Chat GPT is super good at Wikipedia level chemistry knowledge. I'm really interested in molecular design. Like how do you find a new ligand that can go into a transition metal complex? And what that means is that [music] some combination of atoms and it's going to bind to the metal and it's going to change…
Show notes
Materials science is the unsung hero of the science world. Behind every physical product you interact was decades of research into getting the properties of materials just right. Your gym clothes contain synthetic fibers developed over decades. The glass screen, diodes, and chip substrate technology needed to read this blog post were only viable due to many teams of material scientists.Our guest Prof. Heather Kulik was one of the first material scientists to realize that there was alpha in combi
Themes
- ai
- [music] Chat GPT is super good at Wikipedia level chemistry knowledge
- I'm really interested in molecular design
- Like how do you find a new ligand that can go into a transition metal complex