Research predicts the agentic artificial intelligence market will surge from its current $8 billion to roughly $300 billion by 2035. While AI agents are becoming more capable at reasoning, coding, and writing, they still struggle with retaining information across sessions and understanding data relationships. New infrastructure firms are emerging to address these memory limitations, suggesting the next AI competition may focus on building systems that can truly remember.