I have filed a 13D on SSM on behalf of Alpine Fox Capital LLC and Alpine Fox LP. Via my entities, I now control 21.5% of the shares outstanding. Chris Kelly's new company Sports One is intriguing and I am bullish on tokenized sports equity (NFL, NBA, MLB, NHL).
I think we should literally stop calling every linear model as an SSM.
Mamba2: Sₜ = αₜSₜ₋₁ + kₜvₜᵀ
GDN: Sₜ = αₜ(I − βₜkₜkₜᵀ)Sₜ₋₁ + βₜkₜvₜᵀ
GDN-2: Sₜ = (I − kₜ(bₜ⊙kₜ)ᵀ)DₜSₜ₋₁ + kₜ(wₜ⊙vₜ)ᵀ
GDN family is a gradient step on a local regression loss, not a discretized ODE.
Umbrella term should be "linear RNNs", with SSMs as one sub-family.