AWhat changed
Kept initial attention-sink tokens alongside recent tokens in a fixed rolling KV cache, enabling stable streaming generation beyond the model's training context without fine-tuning.
Scientific scope
Kept initial attention-sink tokens alongside recent tokens in a fixed rolling KV cache, enabling stable streaming generation beyond the model's training context without fine-tuning. Evicted middle tokens are not retained as complete semantic memory. Streaming length is not usable all-history context or lossless retrieval; tested million-token stability and speed do not establish indefinite reasoning guarantees.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Evicted middle tokens are not retained as complete semantic memory. Streaming length is not usable all-history context or lossless retrieval; tested million-token stability and speed do not establish indefinite reasoning guarantees.
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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