Unverified50% confidenceSolutionExact time
Active forgetting and summary compression are necessary measures to combat the unbounded growth of memory stores.
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50%
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Long-term
Relevance
9/3/2026
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Related Claims
VerifiedThe Ebbinghaus forgetting curve reveals that memory strength decays exponentially over time, and this process can be slowed through spaced repetition.76% similarVerifiedMainstream strategies for addressing short-term memory limitations include sliding window truncation, summary compression, and importance-based selective retention, with each strategy striking a different balance between information completeness and token consumption.76% similarUnverified在推理阶段内存带宽往往比纯算力更早成为瓶颈，注意力机制需在每步生成时读取全部KV缓存，上下文长度增大时内存读写开销呈平方级增长75% similarUnverifiedThe Ebbinghaus forgetting curve describes that human memory decays exponentially over time, and reviewing at the critical point just before forgetting significantly extends memory retention.75% similarUnverified跨会话记忆有两种实现路径：外部记忆更节省Token但存在信息损失，上下文记忆更完整但成本随历史长度线性增长73% similar
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