Bill · H.R. 7907· House(119-HR-7907)
AI-Ready Bio-Data Standards Act
- Introduced
- 3/12/2026
- Last activity
- 3/12/2026 — Referred to the House Committee on Science, Space, and Technology.
- Sponsored by
- Ro Khanna
- Cosponsors
- - 3 - 1
- Introduced
- In Committee
What this bill would do
The AI-Ready Bio-Data Standards Act directs the Director of the National Institute of Standards and Technology (NIST) to create definitions, standards, resources, and frameworks for biological datasets. The goal is to ensure that biological datasets from qualified federally funded research are ready for use in artificial intelligence models. The Director must consult with various federal agencies, the private sector, and academia while establishing these standards. The bill also requires the creation of a public database for these datasets and an advisory group to provide guidance. NIST must test these standards to ensure they are not overly burdensome for researchers.
Yes· 3 of 16
Does this make what the government does easier for the public to see?+5
Requires a public database and website for biological datasets and research inventories.
Does this make the country readier for the next outbreak?+4
AI-ready biological datasets are critical for rapid vaccine and therapeutic development during pandemics.
Does this put more money into scientific research?+4
Provides critical standards and resources that enhance the value of federally funded scientific research.
The opposite
No question was scored the opposite.
Who it would affect, and how
Potential Positive Impacts for People
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Advancement in Science and Technology: The bill requires that the definition of "artificial intelligence-ready" supports advancements in research relating to biotechnology and artificial intelligence (Section 2(a)(2)(A)(ii)(I)).
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Public Access to Data: The Director is required to make inventoried information about existing biological datasets available to the public via a website (Section 2(b)(2)) and establish a publicly available database as a single point of access for AI-ready biological datasets (Section 2(d)(3)(B)).
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Support for Researchers: The bill mandates the establishment of data management resources and cybersecurity frameworks for federally funded researchers who are generating or curating biological datasets (Section 2(a)(2)(C)(ii)).
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Protection Against Excessive Burden: The Director must ensure that standards are not overly burdensome to the point that they require resources or expertise beyond what recipients of funding have available (Section 2(a)(2)(D)(i)).
Potential Negative Impacts for People
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Potential Burden on Researchers: While the bill aims to avoid it, there is a recognized risk that complying with these new definitions and standards could result in an "undue burden" on recipients of qualified federally funded research (Section 2(c)(2)).
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Restrictive Eligibility: Whether research is considered "qualified federally funded research" depends on conditions set by the Director, such as the amount of funding received and the recipient's existing expertise or the size of the dataset (Section 2(a)(2)(A)(iii)).
Groups and Interests Ranking
Every group the model scored this bill for, from -10 to +10. Hover a score for the reason it gave.
- Healthcare
- Improves Pandemic Preparedness+4Increases Research Funding+3Reduces Prescription Drug Costs+2Improves Healthcare Access+1
- Demographic And Interest Groups
- Good For Business Owners+3Good For Students+3Good For Young Adults+2
- Governance And Ideology
- Improves Government Transparency+5Increases Federal Power+2
- Economy And Finance
- Improves Economic Growth+3Increases Job Creation+2Improves Small Business Support+1
- Education And Technology
- Increases Scientific Research Funding+4Improves Data Privacy+2
- National Security And Foreign Policy
- Improves Cybersecurity Defense+3
- Environment Energy And Infrastructure
- Reduces Carbon Emissions+1
- 6/24/2026
- 1 Cosponsor added.
- 6/18/2026
- 1 Cosponsor added.
- 3/19/2026
- 1 Cosponsor added.
- 3/12/2026
- Referred to the House Committee on Science, Space, and Technology.
- 1 Cosponsor added.
- Introduced in House
Jake AuchinclossDemocrat · Massachusetts
Chrissy HoulahanDemocrat · Pennsylvania
Jay ObernolteRepublican · California
Eugene VindmanDemocrat · Virginia