Blog

Insights, updates, and deep dives from the SiLifen research team.

Optimal Decay Spectra for Linear Recurrences: Introducing PoST

Yang Cao2026-04-08

Why most memory channels in Mamba-2, RWKV-7, and friends go to waste — and how a two-line reparameterization called PoST fixes it from first principles.