Unverified50% confidenceFactExact time
Deleting the contaminated source page from agent memory is almost useless, because downstream memories such as notes, plans and actions still exist and look plausible.
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIf incorrect information is saved to long-term memory, it will contaminate subsequent tasks; only truly valuable, confirmed information should be saved.76% similarUnverifiedAccording to ForgetEval (arXiv:2606.15903) research on 13 Agent memory configurations, failures in production environments are mainly forgetting-type failures, such as rotated credentials still being recommended and deleted records still surfacing.71% similarUnverifiedJarvisCore uses bounded memory but does not silently truncate; old context is summarized based on real evidence, raw content is archived and retained, and lossy summaries are explicitly labeled.69% similarUnverifiedThe external-storage-based Memory solution is cost-controllable and content-editable, but the quality of information is highly dependent on the AI's automatic summarization capability, and incorrect records may mislead subsequent decisions.68% similarUnverified现有向量数据库记忆方案缺乏时效性衰减机制，无法区分记忆是否被采纳并产生正向效果，也没有机制合并冗余或删除有害记忆67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1051842API
curl https://kongchang.com/api/v1/knowledge/claims/1051842MCP
get_claim(id=1051842)