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 over the last 12 months — 1 in all, peaking in Jun 2026 with 1.

Appearances

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It's already short.
Yeah, correct.
I think it'll be an application, not like manned flight.
Like I don't think it'll be a jet turbine because of the constraints there with humans.
I think like defense and space systems though, definitely doable in that timeline.
There have been examples in the past, people that have done that in that timeline.
And we feel very confident in our ability to try to execute on that.
Yeah, we call this the negative results, these mistakes, and we do have a version of this loop built already today.
So it doesn't include manufacturing data, like I mentioned, we don't have manufacturability in the lab today, but it does include synthesis, characterization, and those early property tests that I described to you guys.
And what this system does is kind of have this AI scientist that is really good at designing these campaigns I talked to you about.
So it can make up these campaigns.
It comes up with the number of materials it's confident it wants to go make and test.
And it'll launch that campaign.
It'll send it to the lab.
It'll start running autonomously.
And then it will go through the whole characterization suite and we'll get all the data.
That data is all pulled out autonomously.
Some of it is analyzed with machine learning models like computer vision.
Some of it, again, has a human in the loop analyzing it as well.
And it'll get put in our database where that AI scientist will look back to when it designs the next campaign on the follow-up of that.
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