Verified65% confidenceOpinionExact time
Incorrect memory retrieval can be worse than having no memory at all.
3
Sources
65%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Claims
UnverifiedA contaminated memory in a memory system may be repeatedly recalled in many future conversations, compounding errors.78% similarUnverifiedBounded forgetting means the memory retrieval space should not grow without limit, and records that are no longer relevant should be retired on a schedule; unbounded memory causes short queries to face more and more long records, leading to hidden degradation of retrieval effectiveness.77% similarUnverifiedWhen semantically similar but inaccurate content is retrieved, the model may output incorrect recollections with high confidence, with no warning mechanism at the system level — this is the false memory problem.77% similarUnverifiedIf incorrect information is saved to long-term memory, it will contaminate subsequent tasks; only truly valuable, confirmed information should be saved.77% similarUnverifiedNative memory approaches face questions of how memory is updated, how it is forgotten, and how to ensure no erroneous information is introduced, which are not yet fully addressed in the paper.76% similar
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