Citizen AI Toolmaking

Investigate how non-professional developers create AI tools in environments of technical anxiety, analyzing motivations, safeguards, ethical considerations, and potential impacts on labor markets and product ecosystems. Propose guidelines for responsible citizen AI tooling at scale.