An observed condition in which AI assistance enables a single individual to reach a level of productive output previously requiring a larger team. It describes a capacity-expansion condition at the level of an individual operator.
STATE. Attributed when a single operator, with AI assistance, delivers a workload or scope-of-output that a pre-defined benchmark assigns to a multi-person team (e.g. meets a role-coverage checklist normally spanning >=N roles). Graded by number of distinct roles covered solo.
Proposed measurement protocol (not yet empirically validated): Role-coverage audit: count of distinct functional roles a solo operator fulfils with AI assistance against a benchmark team composition; could be reported as roles-covered ratio. Corroborated by output-volume comparison to team baselines where available.
https://andreasehstandlicenseofclarityloc.github.io/augmanitai-periodic/#topic-work-behavior