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Official title: Direct the Director of the National Institute of Standards and Technology to establish definitions, standards, resources, and frameworks to ensure certain biological datasets are ready for use in artificial intelligence models, and for other purposes.
Introduced March 12, 2026 by Todd Young · Last progress March 12, 2026
The bill centralizes and standardizes AI-ready biological data to speed research, improve interoperability, and bolster data protections, but it raises serious privacy/dual‑use risks and compliance burdens that may advantage well-resourced actors.
Federal agencies, grant recipients, and researchers receive standardized cybersecurity frameworks and management resources to better protect biological data while enabling safe AI use.
Researchers, startups, and small businesses gain more interoperable, AI-ready biological datasets, which can accelerate biotechnology innovation and downstream commercial applications.
Scientists, universities, and federally funded projects get clear, standardized requirements and tools to produce AI-ready biological datasets, improving data usability for research and education.
Members of the public and researchers face heightened privacy and dual-use risks if publishing and centralizing biological datasets exposes sensitive or potentially dangerous data more broadly.
Researchers and grantees, including small businesses and labs, will incur additional compliance costs and administrative burdens to meet new AI-ready data standards.
Smaller institutions and less-resourced labs may struggle to comply with new technical and management requirements, risking a competitive disadvantage for federal funding and research opportunities.
Based on analysis of 4 sections of legislative text.
Directs NIST to define and publish standards, resources, and cybersecurity frameworks so federally funded biological datasets are "AI‑ready" within two years.
Requires the National Institute of Standards and Technology (NIST) to define what it means for federally funded biological datasets to be “artificial intelligence‑ready” and to publish standards, data‑management resources, and cybersecurity frameworks to reach that goal. NIST must complete the work within two years of enactment, incorporate advisory‑group recommendations and public feedback, and may set eligibility and exemption rules for which datasets and research projects are covered.