Why Decade-Old Residual Connections Still Power All of AI (And Why That’s a Problem)

Residual connections, a fundamental neural network component unchanged for nearly a decade, continue to underpin modern AI systems. DeepSeek is now attempting to reinvent this architecture to address its limitations. The article highlights the tension between relying on proven designs and the need for innovation.