Evaluative Dynamics of AI Integration and Expert Performance under Epistemic Dependence across Heterogeneous Stakes
Overall, performance-related recalibration appeared comparatively portable, while integration-structure effects were more selective and context-sensitive, which suggests that system designers should consider how AI enters expert workflows, not only whether it is present.