State space models are moving from a niche alternative to a credible transformer competitor, with tradeoffs that matter for long-context efficiency and scaling. The piece is a useful snapshot of where SSMs fit, and where their limitations still block broader adoption.
Inside the core ideas, potential and challenges of SSMs