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Senator Young and witnesses emphasize standardizing biological data; Young cites AI Ready Bio Data Standards Act (S.4069)
Summary
Senator Young argued that biological data should be a strategic national asset and cited S.4069 to standardize bio data for AI; witnesses agreed interoperability and dataset quality are prerequisites for AI models and recommended prioritizing scientific/technical data security.
Senator Young told the panel that biological data often exist in inconsistent formats across labs and institutions and said Congress should treat such data as a strategic asset. He cited the AI Ready Bio Data Standards Act (S.4069) as a legislative step to prepare biological datasets for AI use and to improve interoperability.
Drew Endy summarized the technical side: "garbage in, garbage out" — if data are not consistent, AI tools trained on them will underperform. He cited protein structural datasets and DNA sequence collections as two examples in which public investment enabled high‑quality datasets that supported major advances. Robert Atkinson said scientific and technical data should be prioritized for security measures to prevent useful datasets and know‑how from being transferred to competitors.
