HR 10515
To establish a human-centered Federal framework for artificial intelligence in education and the workforce, promote the ethical and responsible teaching and learning of artificial intelligence, provide for equitable access to artificial intelligence-ready workforce development, safeguard student and worker data privacy, and for other purposes.
TL;DR
Rep. Suzanne Bonamici (D-OR) introduced this bill to create a federal framework for how AI is taught and used in schools and workforce training programs. It focuses on ethical AI education, equitable access to AI job training, and protecting student and worker data privacy, mostly through federal grants and standards rather than direct business mandates.
How This Might Impact Your Business
Education technology vendors selling AI tools to K-12, higher ed, or workforce programs would face new federal ethics and privacy standards to qualify for federally funded contracts.
Companies offering AI workforce training (bootcamps, corporate upskilling providers, community college partners) could access new federal grant opportunities but must meet equitable access requirements.
Employers using AI in hiring, worker monitoring, or workforce development may face expectations around worker data privacy protections, especially those partnering with federally funded training programs.
Student and worker data privacy safeguards would tighten, affecting HR tech platforms, learning management systems, and any vendor processing training or performance data.
No direct penalties or mandates on private employers in the current text; compliance obligations flow through federal funding conditions rather than universal regulation.
Timeline is early: the bill sits in three House committees (Education and Workforce, Science, Ways and Means) with no hearings scheduled, making near-term enactment unlikely.
Small and mid-sized ed-tech and training firms should watch for grant eligibility criteria, which often favor larger vendors with existing compliance infrastructure.
What Should You Do
If you sell AI products to schools, universities, or workforce boards, ask your product and legal teams to benchmark current data privacy practices against FERPA-plus standards this bill signals.
HR and L&D leaders should inventory which AI tools touch employee training data and confirm vendor contracts include data privacy and ethical AI provisions.
Workforce training providers should track grant opportunities that may emerge and prepare case studies demonstrating equitable access outcomes.
Assign a government affairs contact to monitor movement in the House Education and Workforce Committee; expect limited activity until the next Congress reintroduces or advances similar language.
Review any AI hiring or worker monitoring tools now for bias documentation and data minimization, since federal frameworks tend to converge on similar privacy standards.
Who It Affects
Sponsors
Status Timeline
committee
Referred to the Committee on Education and Workforce, and in addition to the Committees on Science, Space, and Technology, and Ways and Means, for a period to be subsequently determined by the Speaker, in each case for consideration of such provisions as fall within the jurisdiction of the committee concerned.
September 21, 2026