AI companion platforms are moving beyond simple chatbot interactions. People now expect digital companions to remember previous conversations, respond naturally, adapt to their personalities, and remain consistent over time. That shift makes engagement a product-design challenge rather than simply a matter of adding a powerful language model. Recent research shows why this category deserves...