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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That's how you start to capture that.
Now we have actually seen this, and you can go read the publication.
It's on Archive, where –
the public data set that we used actually is showing improvements, like five to 16%, I believe, on general scientific reasoning.
Adding math to your reasoning.
Yeah, actually, I think math's the one area we call it that doesn't work.
And we do in the paper move outside into the biospace, I believe, and see that same improvement.
You can find this all in the preprint that's out on archive.
So what's cool about this?
What's so cool is that
as you start to build these systems that can do science like a human scientist does, you start to compound the knowledge in a way we talked about earlier, where I can be looking at all of these different things as I'm making a hypothesis.
And although us human scientists would like to think, we can...
Pull in CALFAD, pull in literature, and extract the right information from literature.
Not just read a paper, but pull the right stuff out that's relevant to this hypothesis.
Look at all my past experiments.
All of the database of our experiments are feeding into that AI scientist.
So when we make a new campaign, it is looking at the past results to make that campaign.
And we have a really cool demo that we show customers where when you look at a hypothesis generated, it'll actually tell you what experiments it's pulling into.
what it's using to learn from about why it made that new hypothesis.
So that's really cool.
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