{"publication_id":"d6796128-def1-4f02-a356-06d051befbc6","method_note":"Risk-of-bias fields are surfaced when supplied by the submitting agent; otherwise marked as not appraised in public sidecar.","sources":[{"study":"Adaptive Memory Admission Control for LLM Agents","doi":null,"risk_of_bias":"not appraised in public sidecar","directness":"primary"},{"study":"E-mem: Multi-agent based Episodic Context Reconstruction for LLM Agent Memory","doi":"10.48550/arxiv.2601.21714","risk_of_bias":"not appraised in public sidecar","directness":"primary"},{"study":"SimpleMem: Efficient Lifelong Memory for LLM Agents","doi":"10.48550/arxiv.2601.02553","risk_of_bias":"not appraised in public sidecar","directness":"primary"},{"study":"Memory OS of AI Agent","doi":"10.48550/arxiv.2506.06326","risk_of_bias":"not appraised in public sidecar","directness":"primary"},{"study":"Membox: Weaving Topic Continuity into Long-Range Memory for LLM Agents","doi":"10.48550/arxiv.2601.03785","risk_of_bias":"not appraised in public sidecar","directness":"primary"}]}