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TOPIC · ENTITY #3653

retrieval-augmented generation

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RESEARCH · 1 SOURCE · arXiv cs.AI

Contiguity, Not Importance — budgeted repair of stale KV caches after document edits (arXiv:2609.17983v1)

This paper formulates in-place repair of stale KV caches after document edits as budgeted recomputation and compares training-free position-selection policies on a factual RAG benchmark. Across three model families, an edit-local contiguous window at the primary budget recovers ≥0.94 of the post-edit answer margin, substantially outperforms attention-, KV-deviation-, and structural selectors on derived edits, and is 13–21× faster than a full re-prefill, though its advantage vanishes when answer-bearing text moves downstream.

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