Cognira is a self-learning AI model that updates from user interactions while keeping all data local on your device. The system learns from corrections, ratings, and explanations, storing preferences and facts in private memory that influence subsequent replies. It offers both a hosted service and a downloadable local version called cognira Entity, built by independent developer Thomas Conway.