AIRS & Appropriate Reliance Research
Installation
SKILL.md
AIRS & Appropriate Reliance Research
Domain knowledge for AI adoption measurement, psychometric instrument development, and appropriate reliance research
This skill contains knowledge about the AIRS-16 validated instrument, the proposed AIRS-18 extension with Appropriate Reliance (AR), and research methodologies for studying AI adoption and human-AI collaboration.
When to Use
- Discussing AIRS-16 or AIRS-18 instruments
- Developing or extending psychometric scales
- Analyzing AI adoption patterns
- Researching appropriate reliance / trust calibration
- Preparing academic papers or research briefs
- Meeting preparation with researchers