A label for the cohort of people whose working lives span both the pre-AI and post-AI periods, giving them firsthand comparative experience of both. A descriptive population category, not a measurable interaction phenomenon.
FRAMEWORK. Superordinate population-category term; not operationalized as a per-interaction event. Membership is a demographic/biographical classification (active professional experience before and after widespread AI tool adoption), assessed by survey, not by interaction coding.
Proposed measurement protocol (not yet empirically validated): Not directly measured as an interaction; superordinate category. Membership, if needed, is assigned by a biographical survey item (professional activity spanning defined pre- and post-adoption periods); could be reported as cohort prevalence.
https://andreasehstandlicenseofclarityloc.github.io/augmanitai-periodic/#topic-society-culture