virtual cell model

also referred to as: virtual cell models

3 statements across 1 episodes · 1 bullish · 0 bearish · 2 people on the record · first statement Feb 25, 2025 by Dave Burke · across every show →

Everything said about virtual cell model, oldest first

Feb 25, 2025 neutral
Assertion Not checkable as stated
Burke: Current virtual cell models have only around 10% predictive accuracy
“The reality is today the best models are very poor at this. like the predictive ability of the DEGs as we call them is, is in the order of 10%.”
Dave Burke Feb 25, 2025 ▶ 33:19 No Priors Ep. 103 | With Vevo Therapeutics and the Arc Institute
Feb 25, 2025 bullish
Prediction Not checkable as stated
Yu: Virtual cell models will directly design disease-reversing drugs
“A big part of our future vision and roadmap is that we think there will be a moment where from a virtual cell model, a drug is spit out, and basically the drug will actually cause a healthy disease cell to become a healthy cell again.”
Johnny Yu Feb 25, 2025 ▶ 37:03 No Priors Ep. 103 | With Vevo Therapeutics and the Arc Institute
Feb 25, 2025 neutral
Opinion
Burke: Virtual cell accuracy is limited by data quality, not architecture
“One of our conjectures is that one of the reasons the models aren't doing well is not just simply model structure. We have a lot of rich structures that we understand in the ML space and machine learning space that the issue is the Data quality.”
Dave Burke Feb 25, 2025 ▶ 33:38 No Priors Ep. 103 | With Vevo Therapeutics and the Arc Institute
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