Brandon (Host)
speaker
390 appearances
3 recordings
1 series
first heard Jun 2026
last heard 16 Jul
Brandon (Host)’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 — 3 in all, peaking in Jul 2026 with 2.
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We'll talk about that in a bit.
You think that the academic literature is going to establish some benchmark, maybe it's one angstrom, maybe it's some LDD or some other metric that will kind of converge and then hopefully as a community drive forward these like more accurate model modeling strategies?
That was a really interesting point about, you know, pick the right evals and then just do good machine learning like you normally would do.
But I kind of picked up on something Evan said earlier, which is that you started out with, I guess, what we call potential net.
I don't think you defined that earlier, but, you know, this graph based network.
And then you did a lot of computational simulations kind of after that.
And now you're sort of going back into not once generative modeling took off.
I'm curious about how that evolution worked and how did you find computational techniques to be like really crucial to sort of building on the ML for a while?
And did that sort of computation lead back into generative?
Or did you start collecting data to build a generative computational data as like this is a way of data documentation for generative model?
Like what's sort of the history of that?
And then what led to those decisions to the extent you can talk about them?
These are all the properties you talked about before that you just have to get right in order to make a drug successful.
Correct.
And a lot of these are extremely hard specifically because it's not like a single causal effect.
There are oftentimes many processes, many pathways which are involved in defining this one endpoint.
Correct.
And data sets are oftentimes comically small.
Right.
Unless you have, you know, I guess pharma to help you out.
Showing 241–260 of 390 · page 13 of 20
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