Artificial Intelligence (AI)

MemOS introduces a memory operating system that enhances how Large Language Models manage and evolve memory—going beyond short-lived context windows and static parameters.

By treating memory as a first-class system resource, MemOS enables:
Cost-efficient storage & retrieval
Continual learning
Personalized modeling

Core to this system is the MemCube—a unit that carries both memory and its metadata, enabling memory fusion, migration, and long-term knowledge evolution.

This is a foundational step toward truly adaptive and memory-centric AGI systems.
🔗 Read more:

MemOS introduces a memory operating system that enhances how Large Language Models manage and evolve memory—going beyond short-lived context windows and static parameters.

By treating memory as a first-class system resource, MemOS enables:
Cost-efficient storage & retrieval
Continual learning
Personalized modeling

Core to this system is the MemCube—a unit that carries both memory and its metadata, enabling memory fusion, migration, and long-term knowledge evolution.

This is a foundational step toward truly adaptive and memory-centric AGI systems.
🔗 Read more: https://arxiv.org/pdf/2507.03724