Can AI Develop False Memories?

AI assistants are starting to simulate long-term memory by inferring and summarizing past interactions. This can lead to “false memories,” where weak or context-specific signals are treated as stable facts in future conversations. Over time, this creates distorted personalization and opens the door to memory poisoning, where user representations can be subtly shaped without explicit memory updates.