Of the many debates surrounding artificial intelligence, workforce readiness is one of the few where agreement crosses party lines. The labor market is changing, and policymakers at every level are working out how to help workers stay ahead of that change. That question brought federal and state leaders together in Washington for the USA Artificial Intelligence Summit 2026, and webAI's Director of Policy, Public Sector, Roger Dean Huffstetler, sat on the panel for the session devoted to it.
The summit gathered policymakers, agency leaders, and industry voices for a day of discussion spanning AI governance, infrastructure, and America's place in the global AI order. webAI joined the workforce session, Building America's AI-Ready Workforce: Skills, Apprenticeships, and the Worker-First AI Agenda, in a moderated discussion alongside federal and state workforce leaders.
Much of the panel focused on AI exposure, meaning how much a given kind of work stands to be affected as AI spreads. How you read that exposure depends on an unexamined assumption about the AI itself: that it means large, generalist models running in the cloud, whose main effect is helping businesses do more with fewer people.
webAI's premise is that AI does not have to be built or delivered that way. Intelligence can be designed on a different architecture altogether: specialized for the work at hand, running locally on the hardware an organization already owns, personalized to the people using it, and owned by them rather than rented from a provider. Designed that way, AI changes what exposure means. It works alongside an expert instead of standing in for them, so a worker's exposure to AI can make the knowledge they already hold more valuable, not less. That was the core of what Huffstetler carried into the room.
"The most important specialized information in the world is not on the internet. It’s in the heads of everyday Americans — mechanics, machinists, surgeons, teachers. They ought to be able to build, own, and sell that knowledge for themselves and society." - Roger Dean Huffstetler, webAI Head of Policy, Public Sector
The workforce debate is still taking shape, and the assumptions built into it now will shape policy for years. webAI will keep offering a different vision: that AI designed to be specialized, local, and owned by the people who use it can make human expertise harder to replace, not easier.