Research13h ago
Research
The Evolution of Transformer Architectures
Eight years of development have solidified the Transformer as the dominant AI architecture. Recent shifts prioritize efficiency over raw scale, focusing on linear attention and state-space models. This crystallization suggests a plateau in fundamental architectural breakthroughs. Researchers now pivot toward optimizing inference and data quality rather than inventing entirely new neural structures.