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AI Memory Guide 2026: Continuity, Self-Extension, and Where It Falls Down

Every conversation with an AI that genuinely remembers what you said last week changes the texture of the relationship. Here is how persistent memory actually works, where it adds the most value, and where it raises hard privacy questions.