Letta

Breaking down the components of AI agent memory and "dreaming"

Drawing on human memory, the post explains how Anthropic gives Claude effective agent memory: knowledge retained across sessions, separate from in-context learning and weight changes. It cites Letta and UC Berkeley's "sleep-time compute" and describes "dreaming"—reflecting on logs to organize memory—plus evaluations of each component.