Unverified50% confidenceOpinionExact time
A contaminated memory in a memory system may be repeatedly recalled in many future conversations, compounding errors.
1
Sources
50%
Confidence
Long-term
Relevance
10/23/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIncorrect memory retrieval can be worse than having no memory at all.78% similarUnverifiedMemory contamination is a serious challenge for self-evolving memory systems, as agents may solidify erroneous information as knowledge and repeatedly reference it in subsequent decisions, forming a false positive feedback loop.77% similarUnverifiedIf the memory store is full of duplicate, outdated, or mutually contradictory entries, the retrieval results will contain large amounts of low-value information, crowding out context space and even misleading the model, which is context pollution.77% similarUnverifiedAn implicit cache hit requires the content, model, and parameters to all be identical, so changing the thinking level mid-conversation breaks cache hits.74% similarVerifiedContext loss in online customer service often stems from improper token window management in multi-turn conversations; when conversation history exceeds the model's context window, the Agent will lose memory if there is no memory compression or summarization mechanism74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1088464API
curl https://kongchang.com/api/v1/knowledge/claims/1088464MCP
get_claim(id=1088464)