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 months
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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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So that's one way they're in the loop.
The second thing, and we can go deep into this if you guys want to, the lab is not easy to automate.
It is super hard to automate.
And from ways that are like hard engineering challenges, and we can talk about those, and then ways that are annoying.
Like, you know, the tool vendors just don't have SDKs or APIs to work with.
And so...
Yes, there is engineering things that we can talk about, but even this idea of the tool provider letting you have access to the data via their software layer was not understood two years ago.
But I can tell you a few very big tool vendors were...
not too excited about self-driving labs two years ago.
They were not jumping to give us, even with payment, access to the software and pulling the data.
That tone has now changed.
Are they trying to own it?
Is that why?
From my understanding, and I'm not a tool provider, so they might give you a different answer.
But from my understanding, a lot of what they sell is the ability to analyze the data coming out of their tool.
One of the things that makes those tool different is how they actually use the software to like generate your spectra.
And they like to sell on that.
And that's a really big thing for them.
So if they give you access to the raw data from that and you no longer need their software, why would you buy the tool?
Now we tell them, no, no, no, you're way wrong.
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