Field evidence for human-plus-AI operations.
Studies, field notes, and public-data analysis on how AI meets the route, the door, and the work.
Research library
Published public-data work.
No fake case studies. No private metrics dressed up as public evidence. Each entry names its source base and publication status.
Citation standard
Every public claim gets a ledger.
The public research hub uses public sources first. Private deployment data can become research only after it has been confirmed, anonymized, and reviewed.
Methods postureTransparent, repeatable, public-safe.
The site distinguishes studies, data notes, and field notes so a reader can tell evidence from operating point of view.