Loopwork System is an independent research initiative studying the interaction layer between human recursive processing and external tools — the relational architecture that emerges when humans think with and through external systems, particularly AI.

This is a space neither psychology nor computer science currently claims. The data generated in human-AI interaction is overwhelmingly read as data about AI. It's not. It's data about us.

Our work spans governance frameworks for AI behavioral fidelity, taxonomies of alignment-induced harm, population-level analysis of who is drawn to AI interaction and why, and the development of protocols that treat the human in the loop as the primary subject of study.

Founded by Kim Hosein, clinical research professional and independent researcher.