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.

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And then again, into these models like Matrix or Matrix PT, where you actually can start to pull out intuition.

And then that intuition actually helps you become a better scientist at large.

This is really important concept.

This multi-agentic approach

as I think what an AI scientist really means.

I don't think it's ever going to be one scientist.

Maybe something will happen in the future.

If you're an MLE, maybe that's a good problem to tackle.

Fulfill that and we would love to be a customer of yours.

But if not, I think you're going to have these specialized models, these specialized agents that are really good at one thing.

And together, collectively, they make a scientist that's better than Joseph, that's better than the scientist that we have today.

That's kind of what our stack looks like at a high level on the hypothesis generation and new material side.

This is a really important question.

Number one, there's three reasons.

Number one, I talked about community in this episode.

We need the community to move to doing science this way.

Open source work is some of the best ways to do that as we've seen over history.

So that's number one.

Number two, learning.

We actually get way more feedback from open sourcing things than we could possibly work on ourself.

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