BWhat changed
Used attention in a final prompt observation window to select clustered important KV positions independently for attention heads without model fine-tuning.
Scientific scope
Used attention in a final prompt observation window to select clustered important KV positions independently for attention heads without model fine-tuning. Inherits attention-based KV pruning. The selection predicts later prompt relevance empirically, not certainty for arbitrary future questions; needle retrieval alone does not prove all-context reasoning or no information loss.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Inherits attention-based KV pruning. The selection predicts later prompt relevance empirically, not certainty for arbitrary future questions; needle retrieval alone does not prove all-context reasoning or no information loss.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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