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U.S. National Science Foundation State and Regional Artificial Intelligence Infrastructure Hubs: Grant

NSF’s State and Regional AI Infrastructure Hubs opportunity supports state- or regional-consortium coordination, AI-infrastructure workforce development, faculty training, and coursework development to expand access to compute and data for AI-enabled scientific discovery. Consortia—not NSF—are responsible for funding new or expanded computing, data, and AI resources. Eligible proposers are specified U.S.-based IHEs and qualifying nonprofit, non-academic research or education organizations. The packet lists $100 million in total funding, no required cost share, Grants.gov submission, and a November 4, 2026 deadline; it does not provide award sizes, expected award count, or review criteria.

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1 source-confirmed criterion · No signupReview criteria

Potential award

Not specified

Time remaining

74 days

Application load

Moderate effort

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Verified against the source on 8/21/2026

01

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Confirm eligibility

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Eligibility requirementsQuestion 1 of 5
About 60 seconds totalInferred criterion

Does your proposed work directly align with Science and Technology and other Research and Development, Science, Research, Education, Workforce Development?

What does this mean?

Science and Technology and other Research and Development, Science, Research, Education, Workforce Development

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Does your proposed work directly align with Science and Technology and other Research and Development, Science, Research, Education, Workforce Development?
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This is an explainable self-assessment, not a win probability or legal determination. Hard eligibility conflicts are never averaged against softer program-fit signals. Always verify the official notice.

Optional Review source criteria and citations

Nonprofit status

Confirm nonprofit eligibility in the full notice.

Review source ↗
unclear

Geography

Nationwide availability is inferred from the catalog record; confirm the official notice.

Review source ↗
inferred

Organization size

No organization-size limit was captured.

Review source ↗
unclear

Program area

Science and Technology and other Research and Development, Science, Research, Education, Workforce Development

Review source ↗
inferred

Population served

No specific population was captured.

Review source ↗
unclear

Matching funds

No cost share is indicated.

Review source ↗
confirmed

Registrations

SAM.gov and Grants.gov registration may be required; confirm in the notice.

Review source ↗
inferred

Exclusions

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Review source ↗
unclear
02

Grant-writer assessment

Understand the opportunity

Start with the practical interpretation. Open the complete source narrative when you need the underlying detail.

Plain-English explanation

Plain-English explanation

NSF’s State and Regional AI Infrastructure Hubs opportunity supports state- or regional-consortium coordination, AI-infrastructure workforce development, faculty training, and coursework development to expand access to compute and data for AI-enabled scientific discovery. Consortia—not NSF—are responsible for funding new or expanded computing, data, and AI resources. Eligible proposers are specified U.S.-based IHEs and qualifying nonprofit, non-academic research or education organizations. The packet lists $100 million in total funding, no required cost share, Grants.gov submission, and a November 4, 2026 deadline; it does not provide award sizes, expected award count, or review criteria.

Editorial analysis

What the funder is trying to accomplish

NSF aims to expand access to compute and data infrastructure needed for AI-enabled scientific discovery and to strengthen research, education, and training opportunities at institutions of higher education. It envisions flexible state or regional consortia involving government, research institutions, philanthropy, and the private sector. NSF identifies consortium coordination, AI-infrastructure workforce development, faculty training, and coursework development as its funded activities, while consortia are responsible for funding new or expanded computing, data, and AI resources.

Editorial analysis

Strong-fit project signals

The lead applicant is an accredited U.S. two- or four-year IHE, including a community college, acting on behalf of faculty members, or a qualifying U.S. nonprofit, non-academic organization directly associated with education or research activities. The proposed Hub is organized around a state or regional consortium involving the partner sectors identified by NSF: state and local governments, research institutions, philanthropy, and the private sector. The project advances researcher access to compute, data, and AI resources for AI-enabled discovery across science and engineering. The proposal addresses AI-infrastructure workforce development, faculty training, and coursework development for leveraging AI in science. The consortium can distinguish its responsibility to fund new or expanded computing, data, and AI resources from the NSF-supported coordination and education activities. This is an inferred indicator of a workable program model, not a stated review criterion.

Editorial analysis

What reviewers may prioritize

The supplied packet contains no formal review criteria or scoring rubric. Likely priorities can only be inferred from the program description: alignment with AI-enabled scientific discovery, expanded and flexible researcher access to compute and data resources, a credible state or regional consortium model, a clear separation between consortium-funded infrastructure and NSF-supported activities, and delivery of workforce, faculty-training, and coursework functions. These are not confirmed review standards.

Source dossier Read the full official program description
Source-backed synopsis

What this grant funds

The NSF State and Regional AI Infrastructure Hubs program aims to expand access to the compute required for AI-enabled scientific discovery and to transform the research, education, and training opportunities offered by institutions of higher education. AI Infrastructure Hubs will connect researchers to new compute infrastructure that leverages contributions from state governments, research institutions, industry, and philanthropy, accelerating AI-enabled discovery across science and engineering and developing a skilled technical workforce for AI use in the scientific enterprise.

The program responds to a core tenet of Science: A New Golden Age to renew America’s research and development (R&D) for changes in today’s scientific enterprise, including the role of AI in laying the foundation for a new era of scientific discovery and the growing role of industry and philanthropy in funding R&D. In response, the Administration’s FY28 R&D Priorities Memorandum called for investing in AI for science as a national mission and expanding the scale of, and flexible access to, advanced compute and data infrastructure that researchers now require for frontier scientific discovery.

Each AI Infrastructure Hub will be organized as a flexible state or regional consortium of state and local governments, research institutions, philanthropies, and the private sector. Consortia will be responsible for all funding for new or expanded computing, data, and AI resources, whether on-premises or cloud-based. NSF will fund each Hub’s consortium coordination, AI infrastructure workforce development, and faculty training and coursework development in leveraging AI for science.

Read the complete official description ↗
03

Decision economics

Size the opportunity

Use the source facts below to judge whether the likely return justifies the application effort.

Award range
Not specified
Total program funding
$100,000,000
Expected awards
Not specified
Geography
National
Cost share
Not indicated
Assistance listing
Not specified

Mission alignment

Compare your program with Science and Technology and other Research and Development, Science, Research.

Geographic fit

National

04

Working plan

Build the application

The generated milestones are planning aids. Only the official notice establishes required dates.

Requirements captured

Other requirements
*Who May Submit Proposals: Proposals may only be submitted by the following: -Non-profit, non-academic organizations: Independent museums, observatories, research laboratories, professional societies and similar organizations located in the U.S. that are directly associated with educational or research activities. -Institutions of Higher Education (IHEs): Two- and four-year IHEs (including community colleges) accredited in, and having a campus located in the US, acting on behalf of their faculty members. Special Instructions for International Branch Campuses of US IHEs: If the proposal includes funding to be provided to an international branch campus of a US institution of higher education (including through use of sub-awards and consultant arrangements), the proposer must explain the benefit(s) to the project of performance at the international branch campus, and justify why the project activities cannot be performed at the US campus.
Submission system
Grants.gov
Attachments
NSF Publication 26-513
Contact
U.S. National Science Foundation · grantsgovsupport@nsf.gov · 703-292-4203

Official deadline

November 4, 2026

Moderate effort based on requirements currently captured.

  1. Confirm eligibility, registrations, partners, and internal approval.

  2. Finalize project design, outcomes, and supporting evidence.

  3. Draft the narrative and detailed budget.

  4. Complete compliance review and collect attachments.

  5. Submit early and preserve the confirmation receipt.

05Past behaviorCompare historical awardsHistorical patterns provide context, but do not predict or guarantee future funding decisions.
No licensed historical awards are currently linked to this opportunity.
06Audit trailVerify the evidenceSee where the facts came from, when they were checked, and what has materially changed.

Source record

Source verified means the official record was successfully checked. It does not mean every eligibility or application field has been extracted.

Verification
verified
Source
grants gov
Last checked
8/21/2026, 9:01:50 AM
Content updated
8/12/2026, 1:45:16 AM
Review
Automated normalization; not yet expert-reviewed
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Material changes

  1. Updated categories.

  2. Updated categories.

Verify before applying. Official funder documents control. Derived analysis and preparation dates should not replace the notice.
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Quick answersFrequently asked questionsGet concise answers about U.S. National Science Foundation State and Regional Artificial Intelligence Infrastructure Hubs: Grant.
Is U.S. National Science Foundation State and Regional Artificial Intelligence Infrastructure Hubs: Grant currently open?

Yes, based on the latest source record. The deadline is November 4, 2026, with 74 days remaining. Because funders can amend or extend notices, confirm the date and submission instructions on the official application page. The source was last checked 8/21/2026.

How much funding does U.S. National Science Foundation State and Regional Artificial Intelligence Infrastructure Hubs: Grant provide?

U.S. National Science Foundation State and Regional Artificial Intelligence Infrastructure Hubs: Grant lists Not specified per award. The total program funding recorded is $100,000,000. The expected number of awards has not been captured, so the award range alone should not be treated as an estimate of competitiveness.

Who can apply to U.S. National Science Foundation State and Regional Artificial Intelligence Infrastructure Hubs: Grant?

Others (see text field entitled "Additional Information on Eligibility" for clarification) Applicants should still complete the eligibility quiz and verify every condition in the official notice; a general fit does not override exclusions or registration requirements.

Does U.S. National Science Foundation State and Regional Artificial Intelligence Infrastructure Hubs: Grant require matching funds?

No cost-share requirement is indicated in the captured source facts. Applicants should still verify the official budget instructions in case an amendment, program track, or specific cost category carries additional conditions.

What should I prepare before applying to U.S. National Science Foundation State and Regional Artificial Intelligence Infrastructure Hubs: Grant?

Moderate effort is expected. The captured requirements include other requirements, submission system, attachments, contact. Start by confirming eligibility and registrations, then work backward from November 4, 2026 using the preparation plan above.