What Is AI Agent Memory? Short-Term, Long-Term, Episodic, and Semantic Memory Explained

AI agent memory systems manage information beyond immediate responses, including task states, experiences, and preferences, to maintain coherence over time. They differ from a model's context window by selectively storing and retrieving relevant data, balancing usefulness with risks like stale facts and privacy.