ScrapMem: A Bio-inspired Framework for On-device Personalized Agent Memory via Optical Forgetting
arXiv:2605.03804v1 Announce Type: new
Abstract: Long-term personalized memory for LLM agents is challenging on resource-limited edge devices due to high storage costs and multimodal complexity. To address this, we propose ScrapMem, a framework that in…