The Next Great American Skill Shift Has Already Begun - AI Fluency

Why AI fluency, not AI technology, will decide which workers, companies, and cities win the next decade

Every era of American growth has demanded a new kind of literacy. The industrial age required workers who could run sophisticated machines. The information age made digital skills a baseline, until spreadsheets became as unremarkable as a telephone. We are now in the early innings of the next shift, and it is moving faster than any before it.

My colleagues Alexis Krivkovich, Brooke Weddle and I recently wrote about what we believe will define this chapter: AI Fluency. Not the ability to build AI models, but the practical ability to use AI in daily work, fold it into workflows, judge its outputs critically, and, increasingly, create with it. It is fast becoming the common language of work.

The labor market is already sending that signal. Lightcast, which supplies job-postings data to Stanford’s AI Index, found that the share of US postings mentioning AI skills rose 60% in the first half of 2026, with fast growth in human resources, customer support, hospitality, and finance. Employers are paying for it. An earlier Lightcast analysis of 1.3 billion job ads found postings requiring AI skills offer salaries 28% higher, nearly $18,000 a year, and more than half sit outside IT.

The bottleneck is people, not technology

Gallup reports that the share of US employees using AI at work has nearly doubled in two years, to 40%. Yet while 44% say their organization has begun integrating AI, only 22% say leadership has communicated a clear plan. Usage is outrunning guidance.

Coach the habit, not the tool

The best organizations are practical about this. Some designate “lighthouse” teams to model new ways of working. Others embed peer coaches so adoption spreads from colleague to colleague rather than from memo to inbox. And leaders cannot sit it out: they must coach their teams, review AI-generated work, and redesign workflows.

Don’t pull up the ladder

Who is responsible?

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