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
We see...
300 new alloys that we've never seen before from the experimental results of 1200 alloys that we've run today.
And you probably think each alloy probably has anywhere from 50 to 150 different data points, depending on how many images you take, how many specters you run, etc.
that's a fairly small data set.
Very small.
Very small.
And it's funny, when I talk to the ML side, they're like, how are you going to get the millions of data points?
And I'm like, I just don't think you need to.
We have not seen that you need to, to do new discovery yet today.
We have a bunch of new discoveries, many that are going through patent protection and that we're talking to potential customers about.
We just haven't needed millions of data points.
And
This brings up, I always get in arguments about compute.
I got an argument at GTC about this.
We're not compute-constrained in the materials industry.
Yes, we're experiment-constrained.
It's not a language problem.
It's not, we don't have the same problems.
There's an experiment problem.
It's really how can you run enough experiments to start to change the output of an AI scientist and capture data you need to discover something new.
Showing 561–580 of 1,040 · page 29 of 52
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