'Building AI literacy, proficiency, and fluency': how the US National Science Foundation is planning a nationwide AI workforce expansion

Date:
Fri, 03 Apr 2026 17:25:00 +0000

Description:
NSF outlines its nationwide plan to expand AI literacy, training, and
adoption for workers, businesses, and local communities.

FULL STORY ======================================================================Copy link Facebook X Whatsapp Reddit Pinterest Flipboard Threads Email Share this article 0 Join the conversation Follow us Add us as a preferred source on Google Newsletter Tech Radar Pro Are you a pro? Subscribe to our newsletter Sign up to the TechRadar Pro newsletter to get all the top news, opinion, features and guidance your business needs to succeed! Become a Member in Seconds Unlock instant access to exclusive member features. Contact me with news and offers from other Future brands Receive email from us on behalf of our trusted partners or sponsors By submitting your information you agree to the Terms & Conditions and Privacy Policy and are aged 16 or over. You are
now subscribed Your newsletter sign-up was successful Join the club Get full access to premium articles, exclusive features and a growing list of member rewards. Explore An account already exists for this email address, please log in. Subscribe to our newsletter Artificial intelligence has moved rapidly
from research labs into everyday workplaces, classrooms, and local
businesses. Despite this, access to the skills and tools needed to use it effectively remains uneven across the United States. A new initiative from
the US National Science Foundation (NSF) aims to address this gap by helping to ensure workers, businesses, and communities across the country are
prepared to take part in an AI-driven economy. The NSF TechAccess: AI-Ready America initiative brings together multiple federal partners, including the Department of Agricultures National Institute of Food and Agriculture, the Department of Labor, and the Small Business Administration. Article continues below You may like OpenAIs new program aims to make AI accessible worldwide The AI gap nobody's talking about AI factories are the foundation for enterprise-scale AI

The effort focuses on expanding access to AI knowledge, training, and technical resources so that individuals and organizations can better understand, apply, and create with artificial intelligence. AI-Ready America initiative As part of the programs first phase, federal agencies are
launching a funding opportunity to establish AI-ready Coordination Hubs in every U.S. state and territory.

These hubs are intended to connect local organizations, provide hands-on training, and support workforce development efforts tailored to regional needs.

The initiative also places an emphasis on helping small businesses and local governments adopt AI tools , while building pathways such as internships and project-based learning that translate technical knowledge into real-world skills. Are you a pro? Subscribe to our newsletter Sign up to the TechRadar Pro newsletter to get all the top news, opinion, features and guidance your business needs to succeed! Contact me with news and offers from other Future brands Receive email from us on behalf of our trusted partners or sponsors By submitting your information you agree to the Terms & Conditions and Privacy Policy and are aged 16 or over.

The ultimate goal is to close the growing gap between national AI innovation and the people expected to use it in daily work. By investing in local infrastructure and partnerships, the program seeks to make advanced technologies more accessible beyond traditional tech centers, including rural and underserved communities.

I spoke to Mike England, Head of Media Affairs at the U.S. National Science Foundation, about how the AI-Ready America initiative will work in practice, how its outcomes will be measured, and how businesses can access support as the program rolls out. How will the NSF make these projects tangible for smaller businesses and then how does that trickle down to individual employees? As the AI-Ready America program rolls out, there will be multiple ways for small businesses to connect to AI literacy, training, and practical deployment support. What to read next The key to the UK's AI success lies in closing the skills gap 'AI is far from reaching its theoretical capability': Anthropic launches new tool to warn us when jobs might lost to AI Why
hands-on digital skills will define the value of AI

For example, the solicitation asks State and Territory Coordination Hubs to offer hands-on help everything from AI advisory services to technical setup and to work with partners like Small Business Development Centers, Veterans Business Outreach Centers, and American Job Centers so small businesses and others can adopt AI more easily. What metrics are they using, and how will they measure them for both the competition and the output from the winners? The solicitation specifies that the Management and Evaluation section of each proposal must address a defined set of required metrics, such as measures related to reach, adoption, capacitybuilding activities, and partnerships,
and proposers may include additional metrics appropriate to their approach.

NSF expects to share aggregated metric outputs from awardees as the program progresses. Are there any restrictions on the program (e.g.,
disqualifications of certain organizations that have DEI schemes still in place)? Please refer to the solicitation for eligibility requirements. Participation is governed by the Eligibility Information and solicitation-specific requirements (including one proposal per institution
for Coordination Hub awards) and by the NSF Proposal & Award Policies & Procedures Guide referenced in the solicitation.

The solicitation also underscores the need for a broad set of organizations
to be engaged, noting that Hubs must connect partners across sectors and leverage existing infrastructure and networks such as workforce systems, community organizations, educational institutions, and small-business support networksto ensure wide access to AI-readiness resources. When it comes to AI, what definition does NSF embrace and what does AI knowledge mean in that context? Rather than a single technical definition of AI for this program,
the solicitation describes AI-readiness in terms of building AI literacy, proficiency, and fluency the ability to understand, apply, and create with AI, starting from foundational questions like Why AI? and When AI?

The solicitation and program materials also point to external resources that help further define this space, including the U.S. Department of Labors AI Literacy Framework , which outlines foundational competencies for responsible AI use. What safeguards are you requiring for AI research you fund particularly around misuse or dual-use risks? This program follows standard NSF policies. As with all NSFsupported work, AI-Ready America proposals will be peer reviewed.

Further, this program is governed by NSFs research security framework and policies and the agency only funds open, unclassified research. Follow TechRadar on Google News and add us as a preferred source to get our expert news, reviews, and opinion in your feeds. Make sure to click the Follow button!

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