Predictive Assistance and the Temporal Dynamics of Exploratory Compression

In three linesTheoretical paper on how predictive AI assistance impacts exploratory cognitive dynamics. Geometric dynamical framework shows early stabilization by predictive systems reduces exploratory responsiveness, creates hysteresis, and delays recovery after assistance withdrawal. Results suggest predictive systems reshape the geometry of exploratory cognition itself.

Summary generated by Claude — human-verified