Reading Note: Mamba-3 and the State Space Model Renaissance

A reading note on Mamba-3: Improved Sequence Modeling using State Space Principles by Aakash Lahoti, Kevin Y. Li, Berlin Chen, Caitlin Wang, Aviv Bick, J. Zico Kolter, Tri Dao, and Albert Gu (ICLR 2026).