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SynBioBeta Speaker

Piotr Byrski

molecule.one

CEO

Piotr Byrski is the co-founder and CEO of Molecule.one, which built Maria^TM, the world’s first AI Chemist to deliver autonomous research projects in organic chemistry. Maria’s frontier AI directs experiments in a dark, high throughput microliter-scale lab, and after automated results analysis, the data moves to Maria’s fast-growing, proprietary database comprising tens of millions of datapoints about more than 400,000 chemical reactions. Maria is already deployed commercially with CDMOs (incl. W. R. Grace), pharma companies, a frontier AI firm, and biotechs.

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Piotr

This Year

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Fireside Chat

12:00 AM

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8:30 AM

Human Health

From Cells to Patients: Solving the Scale Mismatch in Virtual Biology

Drug discovery often measures biology at the cell level while interventions work at the tissue, organ, or whole-patient scale. This mismatch can make accurate cell-level predictions irrelevant in the clinic. This session dives into strategies to bridge that gap: multiscale modeling that nests single-cell dynamics within organ-level simulations, spatial transcriptomics that preserve context, and surrogate models that translate cell-level outputs into clinical biomarkers. Speakers will ask: how do we ensure virtual biology reflects not just what cells do in isolation, but how biology behaves in the real complexity of patients?

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