Joseph Krause
speaker
1,040 appearances
1 recordings
1 series
first heard Jun 2026
last heard 17 Jun
Joseph Krause’s voice in public audio — every appearance, attributed to the second.
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recordings per month · last 12 monthsRecordings per month over the last 12 months — 1 in all, peaking in Jun 2026 with 1.
Appearances
This is the difference between AI for bio and AI for materials.
If you look at bio or maybe small molecules as a more broad category, you look at selfies and smile strings, right?
Which has been a big way to have those materials, those molecules in text.
And then you can use that.
And that's because you know the elements and then you know the bonds.
And so you know most of the things you need to know.
But what about everything I just told you about the alloy?
Supply chain, cost, microstructure, how you're processing additive versus casting.
How do you capture that in a string?
You can't.
And this is what's so hard is there is no one model that can one shot a new material that ends up in your iPhone or that ends up on Starship.
That's just not the way materials work.
And so there is this really tough challenge of how do you capture all this data and try to bring that back and kind of really improve your AI engine to encompass more than just discovery.
Guys, great to be here.
Thank you so much for having me.
And I must start with big fan of the show.
I got to commute in the New York City every day.
And you're one of the top things that's in my rotation.
I always love learning.
And I'm a material scientist by training.
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