AI-native networking refers to computer networking systems that are conceived and developed with artificial intelligence (AI) integration as a core component to enable simpler operations, increased productivity, and reliable performance at scale. Unlike systems where AI is added as an afterthought or a “bolted on” feature, AI-native networking is fundamentally built from the ground up around AI and machine learning (ML) techniques.