Instagram Architecture Design incorporates cutting-edge AI and machine learning methods to improve notification and content recommendation. Instagram uses neural network models like Two Towers in the Explore tab to provide personalized content recommendations. In terms of notifications, causal inference, and machine learning maximize the delivery of daily digest notifications, guaranteeing their relevance and timeliness while cutting down on pointless alerts and enhancing the user experience in general.