The new study describes AI adoption as a “tragedy of the cognitive commons.” According to The Decoder’s framing, companies gain individual benefit by reducing the number of entry-level positions, but the collective professional expertise of entire professions weakens as a result.

The potential effect is delayed in time: the consequences may become noticeable in 2030–2045. It concerns today’s shortage of junior specialists who in a typical career trajectory would have become experienced employees of the future.

The source does not provide in the presented package details about the methodology of the study, specific professions, or verified scales of reduction. Therefore the material describes the framework proposed by the researchers, not a fixed scenario for labor market development.