AI No Longer Forgets Immediately After Use: Huawei Noah Open-Sources MindMemOS, Where Memory and Skills Evolve Together

Huawei Noah's Ark Lab has released and open-sourced MindMemOS, a self-evolving memory operating layer for AI agents.

MindMemOS rebuilds agent memory with an entity-attribute-time structure, enabling cross-agent transfer, offline Dreaming consolidation, user feedback correction, and automatic skill evolution.

The system aims to solve fragmented memory, poor reuse across apps, and the lack of durable skills, improving long-term consistency, personalization, and task execution.

The paper also reports results on several benchmarks, including LoCoMo, PersonaMem, MemoryAgentBench, and SpreadsheetBench-Verified.