AWhat changed
Designed GPU-efficient k-selection and memory-aware similarity-search pipelines; the later library report documents composable indexing, compression and search tradeoffs in the evolving FAISS toolkit.
Scientific scope
Designed GPU-efficient k-selection and memory-aware similarity-search pipelines; the later library report documents composable indexing, compression and search tradeoffs in the evolving FAISS toolkit. One2017/2024 contribution family with separate3- and9-author source sets. Product quantization, HNSW and other incorporated indexes retain their own origins. FAISS indexes supplied vectors; it is not an embedding extractor, hosted service or transactional database. Exact and approximate modes differ; library breadth and historical benchmarks do not imply all indexes originated with FAISS or universal speed.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. One2017/2024 contribution family with separate3- and9-author source sets. Product quantization, HNSW and other incorporated indexes retain their own origins. FAISS indexes supplied vectors; it is not an embedding extractor, hosted service or transactional database. Exact and approximate modes differ; library breadth and historical benchmarks do not imply all indexes originated with FAISS or universal speed.
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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