Midbrain builds a memory and continuous learning system for AI agents, allowing them to actually learn from past interactions rather than just storing data. Their technology mimics human memory by organizing information into different types (episodic, semantic, procedural) so AI can update its behavior and avoid repeating mistakes. In short, they help AI systems improve over time through experience instead of just relying on simple data retrieval.