Mapping post-Transformer architecture landscape in 2026

A community post compares various post-Transformer architectures including Mamba, RWKV, xLSTM, Titans, and others, focusing on core mechanisms, attention variants, and test-time memory. The author suggests the next frontier may shift from scaling alone to getting more intelligence out of limited compute and energy budgets.

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