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
that can actually run those experiments, capture that data, and feed that information back to your AI scientists so that it can learn and actually predict materials that are relevant to industry.
That is what our whole company is built around.
And for the last two and a half years, that's what we focused on building.
Yeah, because...
So much of what makes a material real is in the latter part of the discovery process.
And I mean, specifically at the characterization and synthesis phases.
So, hey, what did we make?
And, you know, does it have some cool properties in the lab?
But also after that, you know, we work in a field called structural metals or alloys.
So much of what dictates the performance of those alloys is actually in processing.
How do you manufacture it?
What techniques are you using post-processing and manufacturing that push performance or change performances?
And so, yeah, you can generate a new composition, and that's very important to do, and we do do that with AI.
But it's everything that comes after that that actually impacts if you have a new discovery, if that new discovery is relevant to the application space you're going for, and then can you actually make it?
Can you scale it?
Can it actually go into the application space and be used by an end customer?
Those two and three don't get solved with AI today, right?
A model can't figure out your way through the qualification pipeline for a new alloy for a jet turbine.
You have to do experiments to do that.
And so that ground truth there is really important for us to kind of bring back to and understand, okay, we know what we want to make.
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