Imagine a world where AI systems can learn from experience, understand cause and effect, and make decisions based on that knowledge. Sounds like science fiction, right? But what if I told you that researchers are working on just that – creating AI systems that can capture causality and make better decisions. Today, I want to explore how current AI memory systems work and whether they can truly capture causality.