Glucose‐responsive insulin and insulin‐delivery systems that mimic the function of beta cells can enhance health and quality of life of people with diabetes. In article number 1902004, Zhen Gu and co‐workers provide an overview and recent progress in the development of synthetic approaches for glucose‐responsive insulin delivery systems. Rational design of glucose‐responsive strategies, materials, formulations, and related devices are highlighted.