Consolidation-Expansion Operator Mechanics:A Unified Framework for Adaptive Learning
arXiv:2605.09968v1 Announce Type: cross
Abstract: Every adaptive learning system must alternate between two operations: consolidating what it already knows and expanding into new evidence. We propose \emph{Consolidation-Expansion Operator Mechanics} (…