04:00
2026-07-29
machinebrief.com
artificial-intelligence
UniMem: Complementary Episodic-to-Parametric Memory for Boundary-Agnostic Task Streams
Researchers propose UniMem, a self-routing framework for LLM agents that balances plasticity and stability in boundary-agnostic task streams by using learnable routing tokens to coordinate episodic an…