Retention Consequence in Lifecycle Memory Control
Persistent memory can fail after successful admission: a premise is written, then becomes a silent assumption, and later maintenance treats it as ordinary residue to be compressed, demoted, or evicted. We study this post-admission failure as a lifecycle-control problem. Existing memory systems already perform admission, update, compression, retrieval, and eviction. Our claim is not that such systems lack maintenance, but that retention consequence is often operationalized only indirectly through validity, similarity, recency, frequency, importance, or summarization signals rather than exposed as a separate lifecycle state. We therefore treat confidence as carried-forward validity/support ...
| Authors | Jiarui Han |
|---|---|
| Primary category | cs.CL |
| Published | 18 April 2026 |
| Last updated at source | 27 May 2026 |
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