AI Fluency Scan: A Common Scale for AI Fluency

Field notes

The project separates a competency model from an assessment by adding level-specific descriptors and an explicit evidence rule. Its browser instrument presents one workplace situation for each of twelve sub-competencies, while the local trace instrument analyzes conversation exports and attaches an excerpt to each detected behavior. The page says traces alone cannot place anyone above level 2, preserving a distinction between observed interaction patterns and fuller evidence of practice.