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 is a tough path to walk through.
That's a tough path to walk through.
And now, of course, it's a big mo for us where we're like, it's not about a robot in front of a tool.
Go ahead, put a robotic arm in front of a tool and then watch what happens.
Everything else I just talked about will come the second you do that.
Now we feel so much farther ahead from the industry on really running self-driving labs for inorganic material science.
So that war story, you know, it's funny we laugh about it, but now we feel as actually a huge win and a big edge for us.
So why now?
A couple of things.
One, AI for science is important, right?
Like if I take force fields, machine learned and atomic potentials,
They're what, like two or three years old, whatever the exact timeline that they're old is.
I mean, that's interesting.
You can actually start to really do some parts of your process faster.
And although they're still in the computational sense and the simulation sense with things like DFT, they're still very important to that funnel, to sharpening that funnel and moving faster at the top of the funnel.
Two, robotics are just better.
First of all, they're cheaper.
Second of all, you can do more in actuation, custom grippers, different systems that even we can custom build or we can get it.
and then three the buyer from the tool vendors like i talked about earlier again i think two years ago we even saw a difference than we see today where there is a lot more optionality you know i'll give you a perfect example some of the tool vendors now have software teams or if they had them before they weren't focused on this problem they now actually provide support on here's how you can work with the interface right that's a big change actually for the industry
So we've started to see it just become easier to build self-driving labs from an infrastructure and a hardware perspective, I think most important and the biggest change.
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