Parity Requires Unified Input Dependence and Negative Eigenvalues in SSMs. - Behnoush Khavari; Mehran Shakerinava; Jayesh Khullar; Jerry Huang; François Rivest; Siamak Ravanbakhsh; Sarath Chandar (CoRR, 2025)