01Neuro-Symbolic Memory Core with fast (neural) and slow (symbolic) systems
02Learnable Forgetting based on biological decay curves and importance
03AGM Belief Revision for formal conflict resolution
04Verifiable Memory (Recall → Verify → Commit pipeline)
05Adaptive Context Budgeting with RL-based allocation strategies
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