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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Right.
That's fundamental.
Yeah, exactly.
It's fundamental.
That's why I don't know if you can remove it.
Maybe there's ways to get it faster, but I'll give a perfect example.
You think about math, like AI and math, right?
You can run a lot of experiments in hours that will take us weeks or years to run in science.
How do you get around that problem?
That's a really hard problem to solve.
And
I think one answer is large-scale automated systems.
So a perfect example, if you build a facility with 1,000 XRDs or SEMs, well, you can certainly build that model that I mentioned can do image analysis better than anyone else in the world.
So I think there are paths there to kind of leapfrog the challenge of doing fast experimentation.
But it's fundamental, so it's a bad answer to the question.
If something that's not fundamental, I would have the tool providers restart their stack.
Their tools are built for humans.
They should build them for agents and robots.
I feel like this is already happening in software.
I think you, right, CLI, MCP, like you're seeing this already happen.
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