Introduction: The field of protein engineering is undergoing a significant transformation, driven by advancements in deep learning. This analysis delves into the findings presented in a recent publication in Cell, which highlights the efficacy of a simplified approach to protein engineering using deep learning. The core argument is that thoughtful deployment of existing fixed-backbone sequence…