Tahoe Bio
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About
Tahoe Bio is building a foundational dataset for virtual cells, aiming for one billion cells and one million drug-patient interactions. Their platform uses scientific breakthroughs to generate hundreds of millions of single-cell data points, mapping how drug molecules interact with patient biology. This data, combined with AI models, facilitates the discovery of precision drugs for large patient cohorts, starting with cancer. They are building virtual cell models, which are foundation models pre-trained to understand gene function in diverse biological contexts. By generating perturbational single-cell data at an unprecedented scale, Tahoe Bio aims to enable frontier AI models and drive novel discoveries in drug design, with applications already showing promise in cancer therapeutics moving towards clinical trials. They emphasize open-sourcing their work, like Tahoe-100M, and believe in collaborative development to cure disease.
Platform
Task
Features
• mapping chemistry-biology interactions
• novel therapeutic discovery
• large-scale single-cell data generation
• open-sourcing large-scale datasets (e.g., tahoe-100m)
• ai models for biological data
• precision drug discovery
• virtual cell models as foundation models
• gigascale, perturbative, single-cell maps
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