Stanford researchers behind H3 on state space models and what make them special, what products can be built with long-context language models, and hints of future (unpublished) research.

Here’s what I got: “Oscillatory State-Space Models are a new way of handling sequential data, inspired by how things like springs or neurons oscillate naturally.

Relation of ARMA and State Space Forms Every state space model has an ARMA representation, and conversely every ARMA model has a state space representation. This section discusses this equivalence.