Microsoft's Build 2025 showcased a vision for collaborative AI agents, emphasizing open standards like the Model Context Protocol (MCP). The focus is on improving AI memory via structured retrieval augmentation, enabling efficient recall of past interactions. This approach mirrors biological brain training.