Mind Lab

Mindspan is a research-driven entity focused on solving the long memory challenge for AI agents. They have developed a technique called delta-mem, which compresses an AI model's historical information into a dynamically updated matrix, allowing for continuous accumulation and reuse of data without significant performance degradation.