The Upper Delaware region is already investing in digital skills. The Wayne Pike Workforce Alliance reports that 275 Wayne and Pike residents completed technology-skill courses over the last year, and its employer services include customized training and recruitment support.

The next step is to connect those skills to coached work. Stanford Digital Economy Lab’s August 12 update found U.S. employment among workers ages 22-25 in highly AI-exposed occupations about 19 percent below where it would be if it had kept pace with similarly aged workers in less-exposed occupations. Reduced hiring is the main channel.

Upper Delaware employers should turn AI training into a 90-day progression toward independent judgment. Let AI handle routine preparation in week one. Then give new hires increasingly difficult verification, exception-handling, customer communication and supervised decision work. Senior employees should review the reasoning and steadily reduce oversight as competence improves.

Training completion tells an employer that someone learned a tool. Time to independent competence shows whether that person is becoming a professional. Local workforce programs should make that second measure central to AI adoption.

Gleb Tsipursky, Ph.D
Columbus, OH