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Anthropic introduces Memory + Dreaming system for Claude Managed Agents, enabling self-learning through long-term memory storage, pattern detection, and continuous improvement.
Claude agents have added a new 'Dreaming' feature that enables self-optimization by reviewing historical conversations and extracting patterns. Together with multi-agent parallel orchestration and quality assessment, this marks the transition of AI agents into a self-evolution stage.