Giving AI Agents a Memory: Moving Beyond Session-Based Amnesia

Today's AI agents suffer from session amnesia—they must be re-onboarded every interaction, forcing users to brute-force solutions through retry loops and ever-growing instructions. Understanding memory systems (working memory, long-term storage, and control processes) is essential to building agents that deliver consistent, deterministic results without cascading costs in time and context.