Seed
Independent research on AI overassistance and collaboration. I handle research, development, execution, analysis and writing. Completed exploratory model studies examine request scope, uncertainty and authorization. Natural-message replay is partial and paused; the later tested-assistant main study is unrun. No human study or publication is established.
Independent Research · Model Evaluation · 2026