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SuperLocalMemory V3.3 introduces a unified memory and learning system for AI agents with biologically-inspired forgetting, multi-channel retrieval, and P2P mesh coordination. The system achieves 74.8% on LoCoMo benchmarks and features triple-stream learning, lifecycle management, and EU AI Act compliance.