Technical corrections only. The two versions of H.R. 3679 are substantively identical, with v4 reflecting the bill's referral to the Senate after passing the House. No substantive policy changes were made between v3 and v4.
Small Business Artificial Intelligence Advancement Act
- Sponsor
- Rep. Collins, Mike [R-GA-10]
- Committees
- Science, Space, and Technology Committee (primary)
- Last action
- Feb 24, 2026
Bottom line
The bill directs NIST to create and distribute voluntary AI guidance and tools for small businesses, aiming to foster responsible AI adoption and innovation in the small business sector.
What it actually does
This bill mandates the Director of the National Institute of Standards and Technology (NIST) to develop or identify and disseminate artificial intelligence (AI) resources specifically for small businesses. These resources, which may include technical standards and best practices, must be generally applicable, technology-neutral, and promote basic understanding and proper use cases of AI. NIST is also required to coordinate with the Small Business Administration (SBA) for dissemination and to regularly review and update these resources.
Proponents argue
Supporters argue that providing tailored AI resources to small businesses is crucial for their competitiveness in an increasingly AI-driven economy. They contend that this bill will democratize access to AI knowledge, helping small businesses understand, adopt, and integrate AI responsibly, thereby fostering innovation and economic growth across a wider range of enterprises. The emphasis on voluntary, technology-neutral, and existing federal frameworks ensures practical and accessible guidance.
Opponents contend
Critics might argue that while the intent is good, the 'subject to appropriations' clause could render the initiative ineffective if sufficient funding is not secured. They might also contend that a voluntary framework may not be enough to overcome the significant barriers small businesses face in adopting complex technologies, potentially leading to limited uptake despite the resources. Some might also question if NIST is the most appropriate agency for direct small business outreach, rather than the SBA taking the lead.
The bill is concise and can be read and understood quickly, allowing ample time for stakeholders to evaluate its provisions.
Section 2, new subsection (h)(1)
Development and Dissemination of AI Resources for Small Businesses
This provision requires the Director of NIST to create or find, and then distribute, resources specifically designed to help small businesses understand and use artificial intelligence. These resources can include things like technical standards, best practices, and methods for adopting or integrating AI into their operations. The creation of these resources is dependent on available funding.
Supporters argue
Supporters argue this provision is essential for equipping small businesses with the knowledge and tools needed to navigate the rapidly evolving AI landscape, ensuring they remain competitive and can leverage AI for growth. It addresses a critical gap in accessible, government-backed AI guidance for this sector.
Critics contend
No specific opposition is typically raised against the general concept of providing resources to small businesses. However, some might express concern that the 'subject to appropriations' clause could limit the effectiveness and scope of these efforts if funding is not consistently provided.
Tradeoffs
The provision balances the need to support small business innovation with the practical constraint of requiring appropriations, creating a tension between the stated goal and its guaranteed implementation.
Section 2, new subsection (h)(2)
Requirements for AI Resources
This section outlines specific criteria for the AI resources NIST develops. They must be applicable to a wide range of small businesses, help them understand and properly use AI, include practical case studies, be neutral to specific technologies, align with international voluntary standards, and reference existing federal resources like NIST's risk management and cybersecurity frameworks. This ensures the resources are practical, relevant, and integrated with existing government guidance.
Section 2, new subsection (h)(4)
Coordination with Small Business Administration for Dissemination
This provision requires NIST to work closely with the Administrator of the Small Business Administration (SBA) to distribute the AI resources. The goal is to leverage the SBA's existing network of resource partners, such as Small Business Development Centers, to get these materials into the hands of small business owners across the country.
The development and dissemination of AI resources are explicitly made 'Subject to the availability of appropriations.'
Section 2, new subsection (h)(1)
Why it matters:This is standard legislative practice to ensure that new mandates do not automatically create unfunded obligations, allowing Congress to control spending through the appropriations process.
Case for: Ensures fiscal responsibility by tying program implementation to specific funding decisions, preventing automatic budget increases.
Case against: Critics argue it can undermine the certainty and effectiveness of a program, as its full implementation depends on future political will to allocate funds, potentially leading to delays or under-resourcing.
Estimated impact: The actual scale and speed of NIST's AI resource development will be directly proportional to the appropriations allocated for this specific purpose.
The bill requires the AI resources to be based on 'international voluntary standards as applicable' and 'consistent with the Stevenson-Wydler Technology Innovation Act of 1980,' and to include recommendations and references to existing Federal educational resources, including NIST's risk management frameworks (subsection (c)), privacy and cybersecurity risk management frameworks, and the national cybersecurity awareness and education program.
Section 2, new subsection (h)(2)(E) and (F)
Why it matters:This is standard legislative practice to ensure new programs are integrated with existing legal frameworks and leverage established expertise, rather than creating entirely new, potentially conflicting, systems.
Case for: Ensures consistency, avoids duplication of effort, and leverages NIST's existing expertise in standards and cybersecurity, providing a robust and coherent foundation for the new AI resources.
Case against: Some might argue that relying too heavily on existing frameworks, particularly those not specifically designed for AI, could limit the agility and innovation of the new AI resources, potentially making them less responsive to the unique challenges of AI adoption.
Estimated impact: This ensures the AI resources are not developed in a vacuum but are integrated into a broader ecosystem of federal standards and educational efforts, enhancing their credibility and practical utility.