Directionality of Semantic Labor: A Layered, Computable Measure of Where Synthetic Labor Flows Relative to the Commissioned Task
Abstract
Specifies a layered, computable measure of the direction in which a synthetic system's labor flows relative to the user's commissioned task, across five points (capacity, task-origin, retrieval, output, attribution). Defines the DS-6 tuple (PER, Omega, DCL, SDL, DSL, SLDI) and the single-ratio projection Lambda, with reflexive-dialogue extensions (Redirection-Induced Drift, Lead-Lag Drift Attribution, Task-Vector Stability, User Labor Drag) and stated identification conditions. The central principle: provenance is not only claim-origin but task-origin. Includes frozen scoring, blind inter-rater, and worked-example appendices for retrieval-computable auditing. Companion paper to 'Induced-Obsolescence Dependence' and 'Institutional-Prior Foreclosure'.
Fields of Study & Subjects
Personal Information Management and User Behavior
Human-Automation Interaction and Safety
Team Dynamics and Performance
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 31 May 2026