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US SB4069: AI-Ready Bio-Data Standards Act

Introduced United States (Federal) · 2025–2026 session

Last verified May 22, 2026 · official bill text

SB4069 · where it stands

1 of 5 steps complete
  1. Introduced Complete
  2. Passed first chamber
  3. Passed both chambers
  4. Signed
  5. In effect
What do these statuses mean?
Introduced
Filed in the legislature; may be waiting for a committee hearing.
Passed a chamber
Approved by one or both chambers; awaiting further action.
Signed / enacted
Signed into law; it may or may not be in effect yet.
In effect
The effective date has passed.
Dead / vetoed
Vetoed, failed, or the session ended without action.

In one paragraph

The AI-Ready Bio-Data Standards Act directs NIST to establish definitions, standards, resources, and frameworks for datasets used in AI models, without specifying a primary focus on biological data.

Plain-English summary, written with AI assistance. The official text controls.

What it means for business

If you use AI for biological data analysis, you must comply with NIST standards by the established deadline or face penalties.

What this means

This federal bill mandates the Director of the National Institute of Standards and Technology to create definitions, standards, resources, and frameworks to ensure datasets are prepared for AI applications. The analysis is based on the official description, and assumptions about dataset types are not made without explicit mention.

Key provisions

  1. Directs NIST to establish definitions for datasets used in AI applications, without specifying a primary focus on biological data.
  2. Mandates the creation of standards, resources, and frameworks by NIST, without specifying a focus on biological datasets or excluding other types.

Latest legislative action

Mar 12, 2026. Read twice and referred to the Committee on Commerce, Science, and Transportation.

Full analysis

The AI-Ready Bio-Data Standards Act requires the Director of the National Institute of Standards and Technology (NIST) to develop definitions, standards, resources, and frameworks for datasets used in AI applications. The official description does not specify a primary focus on biological data over other types. The analysis is based on the official description, and details on collaboration, timelines, and accountability measures cannot be confirmed without the full bill text.

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Topics and industries

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Affected industries

This page is general information, not legal advice. Summaries are AI-assisted and may contain errors; read the statute for the controlling text and talk to a lawyer about your situation. Full disclaimer · Report an error