The biggest problem with AI memory may not be 'forgetting', but 'confusion'. In multi-person collaboration, what A said to B, decisions later changed by C, temporary consensus in a group chat — none of these can be compressed into a unified memory. This time, two memory-related works from EverMind have been accepted at KDD 2026.

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