Building the world’s first AI-Driven Digital Organism (AIDO). We're hiring: https://xitter.cf/t.co/JwdGBJvhkL
Palo Alto | Paris | Abu Dhabi
Joined September 2024
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GenBio AI retweeted
Asked by @AlAinNews whether a virtual cell could replace clinical trials, CTO @dasongle said the better word is reduce. AIDO Cell is there to help researchers run fewer experiments and pick the right ones. The interview, in Arabic: bit.ly/4zyFwCF
Asked by @AlAinNews whether a virtual cell could replace clinical trials, CTO @dasongle said the better word is reduce. AIDO Cell is there to help researchers run fewer experiments and pick the right ones. The interview, in Arabic: bit.ly/4zyFwCF
The ADIA Lab Symposium opens in Abu Dhabi on Monday, October 26. @dasongle will be delivering a keynote on day two.
@adia_lab is an independent research institute working in data and computational sciences, and this is its flagship event. Le's talk is AIDO Cell: A General-Purpose Simulator for Cell Biology.
GenBio AI retweeted
Drugs that fail in clinical trials most often fail on efficacy or unexpected toxicity. In @Forbes, our CTO @dasongle traces both to one gap: no tool can yet predict how a molecule behaves inside a living cell. That gap is what AIDO Cell is for. bit.ly/3VjUoGn
Drugs that fail in clinical trials most often fail on efficacy or unexpected toxicity. In @Forbes, our CTO @dasongle traces both to one gap: no tool can yet predict how a molecule behaves inside a living cell. That gap is what AIDO Cell is for. bit.ly/3VjUoGn
GenBio AI retweeted
We discussed fundamental issues in the definition, model architecture, computational algorithm, and meaningful evaluation/qualification of a fully steerable virtual cell that is multi-modal, multi-scale, dynamic, and stateful.
@dasongle , @genbioai , @mbzuai , @CarnegieMellon
cell.com/cell/fulltext/S0092…
Out today in @cellpressnews: "A world model of the virtual cell," from our co-founders @ericxing and @dasongle.
Their definition of a virtual cell is a stateful, multi-modal, multi-scale simulator, judged on whether it stays coherent across a sequence of interventions.
Open access: cell.com/cell/fulltext/S0092…
A model that makes one prediction and resets only captures a snapshot. AIDO Cell holds the cell's state: perturb it, read it out, then further experiment on the cell you just changed.
@DrugDiscovNews on where the virtual cell came from, what's left to prove and how world models are redefining cellular simulation: drugdiscoverynews.com/what-i…
More coverage from @fwpharma, @TLDRnewsletter, @BigDATAwireNews, The Innermost Loop (by @alexwg), and other prominent newsletters across AI and biotech.
Join the waitlist for early access: genbio.ai/waitlist/
GenBio AI retweeted
@genbioai has released a preview of AIDO Cell—a stateful, multiscale world model designed to simulate cellular responses from DNA and RNA through proteins to whole-cell behavior. Early access for researchers is planned.
businesswire.com/news/home/2…
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20/ There are benefits and drawbacks to this, but our strategy is to make biology fully differentiable.
-> 2. BAIDO Cell currently ships with two prototype cell lines: K-562 and Hep-G2.
27/ Where it doesn't lead: AlphaGenome on ATAC, DNase and the RNA output tracks, AlphaFold3 on protein-DNA, isoDDE on protein-ligand docking.
AIDO Cell is also pushing into territory that no existing model attempts.
28/ Simulating the multi-scale, layer-spanning dynamics of a cell remains a challenge to both predict and validate. We are actively working to bridge the gap between what is functionally possible and what benchmarks exist in the field.
Blog post and full report: genbio.ai/aido-cell-simulato…
