Decoupling Memory from Context: Structured Memory for Token-Efficient Test-Time Continual Learning

Yehya Farhat, Michael Desmond, Anastasios Kyrillidis

Large language models (LLMs) are increasingly deployed in enterprise, scientific, and medical applications, where agents must incorporate domain-specific knowledge and adapt from e…