The Department of Labor’s new short-course, Make America AI-Ready, asks a provocative opening question: if AI could free up five hours a week, how would you spend them? Delivered as a seven-day, text-message series of short modules and quizzes, the program is billed as an accessible primer intended to demystify artificial intelligence and encourage everyday use.
Created under the administration’s AI Action Plan, the course aims to shift AI from an abstract buzzword to a practical tool. Several academics and media-literacy experts praised parts of the curriculum. Peter Stone, chair of computer science at the University of Texas at Austin, said basic AI literacy helps people separate hype from reality. Mike Caufield, a digital-literacy scholar at the University of Washington Bothell, called it “a nice little course,” noting its useful emphasis on context, clear prompts and verifying AI outputs.
But reviewers also raised notable concerns. Caufield and others warned the course repeatedly stresses time-saving benefits—a claim early studies do not consistently support for many workers. In some professions, including software development, the introduction of AI has produced “work intensification,” where automation handles simpler tasks and humans are left with more complex or demanding work.
The course links learners to outside materials that may be unsafe. One suggested video, “101 ways to use AI,” recommends using a chatbot to determine whether a foraged mushroom is edible — guidance that could put people at physical risk. Taylor Stockton, the Labor Department’s chief innovation officer, declined to address questions about that specific recommendation, and the department did not respond to follow-up inquiries.
The project’s private-sector involvement has drawn ethics scrutiny. The DOL partnered with Arist, a company that delivers short, text-based learning, to distribute the material. According to Stockton, Arist provided the delivery platform at no charge through the White House’s Pledge to America’s Youth initiative rather than through a formal contracting process. Craig Holman, an ethics and lobbying expert at Public Citizen, described a private firm operating a government education program without payment as “exceedingly suspicious.”
Another flashpoint is the course’s tools list. A lesson titled “Put AI to Work For You” names more than a dozen services, including mainstream chatbots and specialized tools. Holman argued that listing commercial products in government training risks appearing to promote private interests. The department countered that it is not endorsing any companies, but is offering a range of tools for users to explore; some listed services, such as the data-visualization platform DataWrapper, do not actually use AI.
Labor and union representatives say the course leaves out crucial context for workers confronting AI-driven change. The Labor Department’s mandate includes protecting wage earners and expanding employment opportunities, yet union leaders question whether teaching prompting techniques addresses job safety, quality, or access to unionized work. Lauren McFerran, chair of the AFL-CIO Tech Institute and a former National Labor Relations Board chair, asked whether prompting instruction will make jobs safer or help people find higher-quality work.
Workers worry about employer uses of AI too: whether companies will develop products that replace jobs, or demand unrealistic productivity gains after adopting AI. Stockton described the literacy program as an initial step and said DOL is engaging with stakeholders, including unions, to develop further programs. Still, several unions, including the AFL-CIO, Communication Workers of America and National Nurses United, reported they have not yet been contacted about an AI Workforce Hub Stockton mentioned.
The course appears designed not only to educate but to increase adoption: it asks learners how often they use AI and encourages them to try it for routine tasks. Arist’s CEO, Michael Ioffe, told a late-March conference that early data show the course “very, very meaningfully increases AI usage,” a claim he made alongside Stockton on stage.
In sum, Make America AI-Ready responds to a clear demand for accessible AI literacy and includes helpful guidance on verification and specificity. Critics say, however, that it offers an overly optimistic view, glosses over workplace risks, omits stronger worker protections, and raises questions about private-sector roles in publicly offered training. The Labor Department frames the course as a starting point; whether it will be followed by programs that address deeper governance, safety and labor concerns remains unclear.