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Anthropic details 'dreaming' technique for Claude's agent memory

Anthropic published research describing how it designs memory systems for Claude-based agents, drawing an analogy to human memory consolidation during sleep. The approach, built on work from Letta and UC Berkeley researchers on 'sleep-time compute,' has agents reorganize logs and transcripts during idle periods to fix errors, write notes, and build new memory representations for future sessions.