AI agents are getting smarter, but one of the biggest challenges they face is memory. Unlike humans, most AI models today operate statelessly — they don’t remember past interactions unless explicitly designed to do so. This limitation prevents AI from becoming truly intelligent, adaptive, and useful in real-world applications.