/tags/mamba/Recent content in Mamba on Hitesh PattanayakHugoen-usSun, 22 Mar 2026 11:43:37 -0700/posts/the-evolution-beyond-transformers/Sun, 22 Mar 2026 11:43:37 -0700/posts/the-evolution-beyond-transformers/A practical walkthrough of how the Transformer architecture evolved from encoder-decoder to decoder-only models, why attention’s quadratic scaling became a hard wall, and how Mamba’s state space machines are being absorbed into hybrid architectures that dominate production today.