Martin Höppner
Preregistered audit of whether hidden instructions change which policy facts AI systems select, how a separate model writes a recommendation, and whether giving the auditor the complete ten-card catalog improves detection. The full design, assignment, model setup, run order, and analysis plan are fixed before any model outcome from the main sample exists.