AI REM: giving agents downtime to consolidate and learn

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Most AI assistants forget you the moment the conversation ends. They have no yesterday. No last week. No memory of what you decided three months ago. Every interaction starts from zero. This is fine for "summarize this PDF." It is not fine when you are trying to build an AI that actually knows you. I have been running an AI agent system for over a year now. 18 specialized agents that handle…

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