Research
109d agoThe Evolution Of Transformer Architectures
Eight years of architectural shifts reveal a trend toward Transformer stability. Most modern LLMs now converge on a standard set of attention mechanisms and normalization layers. This crystallization suggests that fundamental structural breakthroughs are slowing.
The Signal
Researchers must now focus on data quality and scaling laws rather than inventing entirely new model architectures.