Labor Department Launches AI Training Course. Here's What Works-and What Doesn't.
The Department of Labor released a seven-module AI literacy course in late March, delivered via text message, with a stated goal to help Americans use AI tools more effectively. The course, titled "Make America AI-Ready," is part of the Trump administration's AI Action Plan and takes less than 10 minutes per day to complete.
AI literacy experts who reviewed the materials found the course handles foundational concepts well. It emphasizes the importance of context, being specific with requests, and verifying outputs from AI systems. But some reviewers noted the tone skews optimistic in ways that don't match what workers actually experience.
The Course's Blind Spots
The course repeatedly suggests AI could save workers five hours per week, freeing time for personal pursuits. Early research suggests this isn't happening for most people. In software development and other fields, workers report "work intensification"-AI handles simpler tasks while employees tackle more difficult ones.
The course also links to a video titled "101 Ways to Use AI" that suggests asking a chatbot whether it's safe to eat a foraged mushroom. Experts flagged this as potentially dangerous advice that could lead to poisoning. The Department of Labor declined to comment on that recommendation.
Ethics Questions Around Corporate Partnerships
The Labor Department partnered with Arist, a text-message course delivery company, to distribute the training. Arist provided the service for free under the White House's Pledge to America's Youth initiative, without a formal contracting process.
Craig Holman, an ethics expert at Public Citizen, said this arrangement raises red flags. "A company running a government program and not getting paid by the government to do it sounds exceedingly suspicious to me," he said.
The course lists more than a dozen AI tools, including chatbots from OpenAI, Anthropic, Google DeepMind, and xAI. It also includes DataWrapper, a data visualization tool that doesn't use AI at all. Simply listing private products on a government training course, even without payment, amounts to using public resources to promote private interests, Holman said.
The Department of Labor said staff are not endorsing any companies and have identified "a diverse number of different tools and companies that [Americans] may or may not choose to consider."
Labor Unions Say the Course Misses the Point
Labor advocates question whether teaching prompt techniques addresses workers' actual concerns. Lauren McFerran, chair of the AFL-CIO's Tech Institute and former chair of the National Labor Relations Board, said the course leaves out critical context.
"Does this training make workers' jobs better or safer?" McFerran asked. "Will it help people who want to find a job access high quality, union jobs?"
Workers worry about how management uses AI-whether it will replace their positions or drive unrealistic productivity demands. The course doesn't address these scenarios. McFerran said focusing on fact-checking misses the broader concern: "Telling trainees that the big danger in AI use is that you need to fact check is kind of misleading at best."
The Department of Labor said it plans to launch an "AI Workforce Hub" in partnership with unions. The AFL-CIO, Communication Workers of America, and National Nurses United said they have not yet heard from the department about this initiative.
The Real Goal: More AI Use
The course's final quiz asks how often students use AI tools and encourages those answering "occasionally" to "pick 1 routine task this week where AI can help." Michael Ioffe, CEO of Arist, said at a conference in late March that early data shows the course "very, very meaningfully increases AI usage."
That appears to be a primary objective. Whether increased AI use translates to better outcomes for government workers remains unclear.
For those in government roles seeking structured AI training, resources like AI Learning Path for Policy Makers offer context-specific guidance, while Prompt Engineering Courses provide deeper technical skills for working with AI tools effectively.
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