“It's a place where most programs fail is because we're just not modulating the right thing. It's the wrong target in the wrong indication or the wrong patient population.”
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More from Daphne Koller
Insight
Koller: AI requires synthesizing deep learning with causal and interpretable modeling
“What I think we're starting to see right now is a the pendulum starting to swing back in the sense that there is a greater understanding that you really need a bit of both. You need that hugely powerful pattern recognition that we get from deep learning, but y…”
Daphne KollerJan 11, 2024▶ 12:38No Priors Ep. 46 | Best of 2023 with Sarah Guo and Elad Gil
Insight
Koller: AI requires synthesizing deep learning with causal and interpretable models
“What I think we're starting to see right now is a the pendulum starting to swing back in the sense that there is a greater understanding that you really need a bit of both. You need that hugely powerful pattern recognition that we get from deep learning, but y…”
Daphne KollerMay 19, 2023▶ 2:28No Priors Ep. 6 | With Daphne Koller from Insitro
Insight
Koller: Tech workers entering biotech often disrespect biological challenges and create friction
“There's a lot of tech people who come in To life sciences, and it's like, we have that cell verbal. We are the smartest. We're machine learning. We're going to solve everything. And they don't respect the challenges of the other discipline. They sometimes don'…”
Daphne KollerMay 19, 2023▶ 40:22No Priors Ep. 6 | With Daphne Koller from Insitro
Disclosure
Koller: Insitro aims to replace untranslatable animal models using human cellular models
“Which ultimately what we're looking to do is to replace the sort of untranslatable animal models with something that is much more driven from human biology.”
Daphne KollerMay 19, 2023▶ 16:35No Priors Ep. 6 | With Daphne Koller from Insitro
Insight
Koller: Broad patient targeting to maximize revenue causes drug trial failures
“That is one of the big things that causes drugs to fail is that you are trying to apply it more broadly. If I'm being cynical, sometimes it's supposed to maximize the revenues that you can get from a drug versus trying to figure out exactly in which patients i…”
Daphne KollerMay 19, 2023▶ 28:23No Priors Ep. 6 | With Daphne Koller from Insitro
“And so ultimately there's only so much that you can speed up biology in certain cases because biology takes as long as it takes.”
Daphne KollerMay 19, 2023▶ 33:46No Priors Ep. 6 | With Daphne Koller from Insitro
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