Research Scope
- Department trigger usage frequency
- Work units completed by department and user session
- System-level completion velocity and consistency signals
- Aggregate indicators used to calculate AIQ scores
Human + AI Ambition Research
ARCStoryKraft is run as an empirical product experiment to study ambition in human and AI-assisted creative work. ARCStudio measures how teams move ideas through capture, structure, drafting, and release under department-specific workflows.
Privacy Model
- No project metadata content is shared for research analysis
- No creative manuscript content is exported to research datasets
- Research data collection is anonymized and aggregate-first
- Users can opt in or opt out at any time
AIQ Signal Framing
AIQ in ARCStoryKraft is a behavioral index derived from anonymized activity points: workflow discipline, department utilization, completion rates, and refinement loops. It is not a personal identity score and is never tied to story content itself.