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AI Summary
- Post-transformer architectures (State Space Models, RWKV) gaining traction as researchers hunt for next 'Attention Is All You Need' breakthrough beyond scaling transformers
- 2024 showed continued architecture research exploring alternatives to attention mechanisms, with mixed results on scaling compared to proven transformer approaches
- Academic interest in alternative architectures remains strong but practical production adoption still lags transformer dominance