Using AI and Virtual Reality/Augmented Reality to Deliver Tailored and Effective Jobs Training
Summary
To address the critical challenges of lifelong learning, evolving skills gaps, and continuous labor market transformation and automation, all Americans need to have access to agile and effective jobs training. Artificial intelligence (AI) and virtual reality/augmented reality (VR/AR) capabilities can deliver training tailored to the unique backgrounds, preferences, and needs of every individual. In this memo, we propose a two-stage approach that the Biden-Harris administration can adopt to help prepare Americans for the jobs of the future through responsible use of AI and VR/AR.
Stage 1 would launch a one to three pilot programs that leverage AI and VR/AR technologies to provide targeted training to specific communities.
Stage 2 would establish a national prize competition soliciting proposals to build and deliver a federal lifelong learning platform for the nation.
These ideas aim to advance the detailed policy solutions needed to foster public trust and implement fairness in the adoption of AI across diverse domains, from healthcare and government benefits to rural access, education, and worker protections.
The evidence is clear: algorithmic pay-setting is established in app-based work, and payroll/timekeeping failures show how software can produce systemic wage harm at scale
While a few states have taken steps to implement decision-making mechanisms for certain AI systems, too many leaders are simply accepting narratives about AI’s purported public benefit at face value – jumping to the “how” of AI implementation before thoroughly vetting potential systems and deciding whether they are appropriate to use at all.
When properly structured — with specific numeric targets, secured financial obligations, independent monitoring, and meaningful enforcement — CBAs transform data center deals into durable community partnerships.