From Source Reconstruction to Predictive State Preservation: An Information-Theoretic Framework for AI-Native Communication

Yi Wang, Linglong Dai

AI-native communication increasingly aims to support prediction rather than reproduce every detail of the source. This shift raises a basic question left implicit by conventional s…