If AI could save you five hours a week, the Labor Department asks, “what would you do with that time?” That’s the upbeat opening of a new AI literacy course from the Department of Labor called “Make America AI-Ready.” The seven short daily modules, delivered via text message and consisting of lessons followed by quizzes, aim to “make AI feel less like a mystery and more like a tool you actually want to use.”
The course is part of the administration’s AI Action Plan and was launched as a contribution to that effort. It was developed by DOL and delivered for free by Arist, a private company that specializes in short text-based courses. DOL’s chief innovation officer, Taylor Stockton, said Arist provided the delivery as part of the White House’s Pledge to America’s Youth initiative without a contracting process.
What experts liked
AI and media literacy educators generally found the course solid for its size and scope. Peter Stone, chair of computer science at the University of Texas at Austin, noted high demand for accessible AI literacy. Mike Caufield, a digital literacy expert at the University of Washington Bothell, praised the course for covering practical principles: the importance of context, being specific in prompts, and verifying AI outputs. For a brief, text-delivered course, Caufield called it “a nice little course in general.”
Concerns about tone and claims
Some reviewers warned the course can be overly rosy about AI’s time-saving potential. The course repeatedly suggests AI will free up time for personal projects, but early research and reporting in some fields (notably software development) indicate AI can instead intensify work: AI takes simpler tasks while people take on more complex, demanding work. That mismatch raises questions about whether the course sufficiently prepares learners for real workplace effects.
Risky guidance
The course links to external materials that include questionable advice. One recommended video titled “101 ways to use AI” suggests asking a chatbot whether it’s okay to eat a foraged mushroom — guidance that could lead to poisoning if taken at face value. Stockton declined to answer questions about that specific recommendation, and DOL did not respond to follow-ups.
Corporate presence and ethics questions
Arist’s unpaid role in delivering the course, plus the presence of many private tools listed in lessons, raised ethics concerns. Craig Holman of Public Citizen called a company running a government program without payment “exceedingly suspicious.” The course lists a range of chatbots and tools from companies such as OpenAI, Anthropic, Google DeepMind and xAI, and also includes purpose-specific services — and one listed item, DataWrapper, does not use AI at all, according to the company.
Holman said simply listing private products on a government training course can amount to using public resources to promote private interests. Federal rules prohibit certain endorsements, and enforcement typically falls to the Justice Department; Holman suggested enforcement has been lacking.
Labor advocates want more context
Labor leaders said the course doesn’t meet the Department of Labor’s mission to foster worker welfare in a way that addresses how AI is reshaping jobs. Lauren McFerran, chair of the AFL-CIO’s Tech Institute and former NLRB chair, questioned whether teaching prompting skills improves job quality, safety, or access to high-quality, union work. She argued the course omits critical context about how employers might deploy AI — for surveillance, productivity demands, or automation that could threaten jobs — and that telling trainees chiefly to “fact check” AI is insufficient.
DOL response and next steps
Stockton described the course as a starting point and said the department is engaging stakeholders, including unions, to “invest in programs that allow not just businesses, but also workers to benefit.” DOL says it’s in talks about an AI Workforce Hub, but unions including AFL-CIO, Communication Workers of America and National Nurses United said they have not yet heard from the department about it.
Encouraging AI use
The course explicitly seeks to increase AI usage. End-of-course questions ask how often students use AI and encourage those who use it occasionally to pick a routine task to try AI on. Arist’s CEO, Michael Ioffe, said early data show the course “very, very meaningfully increases AI usage,” a point he made at a conference where he appeared with Stockton.
Bottom line
“Make America AI-Ready” offers a concise primer on practical AI use and fills a demand for basic literacy. But reviewers flagged issues: upbeat claims that may not match many workers’ experiences, a recommendation that could be dangerous if followed uncritically, and an unusual delivery arrangement with a private firm alongside product listings that raise ethical questions. Labor advocates also say the course doesn’t yet grapple with the structural workplace impacts of AI — how employers use it, how it could change job quality, and what protections workers will need. DOL frames the course as an initial step while saying it seeks broader collaboration; advocates say that context and enforcement questions need to come next.