State Propagation Also Satisfies: A Complex-Valued State-Space Model for Deterministic State Tracking.

arXiv:2608.03425v3 Announce Type: replace Abstract: Despite the dominance of massive language models, leading paradigms like Transformers and Mamba fundamentally falter at continuous deterministic state tracking, suffering from catastrophic out-of-distribution