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CellType

@celltypeinc • 2,277 subscribers

On-prem biological LLMs that simulate human biology and learn from your data. BioSimBench and BioSimGym (RL environments): https://t.co/eEuMmacEfr. YC W26.

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Can LLMs simulate biology? We tested frontier models on real lab experiments: predict how cells respond to drugs, gene knockdowns, and immune signals. Even the best get only part of the response right. Lots of room to improve. Introducing BioSimBench, built on NVIDIA AI. 🧵
1:19
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Can LLMs simulate biology? We tested frontier models on real lab experiments: predict how cells respond to drugs, gene knockdowns, and immune signals. Even the best get only part of the response right. Lots of room to improve. Introducing BioSimBench, built on NVIDIA AI. 🧵

CellType

1,669,995 views • 7 days ago

Introducing CT-Perturb: screening beyond the lab. A multimodal language model over tokenized biology that predicts how cells respond to compounds, gene knockouts, cytokines, and combinations. Here’s how it works ↓
1:40
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Introducing CT-Perturb: screening beyond the lab. A multimodal language model over tokenized biology that predicts how cells respond to compounds, gene knockouts, cytokines, and combinations. Here’s how it works ↓

CellType

11,399 views • 1 month ago

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