User contributions for JuniorBrumbaugh

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A user with 2 edits. Account created on 3 November 2026.
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3 November 2026

  • 18:2818:28, 3 November 2026 diff hist +4,624 N The Two Numbers That Matter In Semantic Caching Created page with "<br>Semantic caching is a practical way to cut the cost and latency of large-language-model applications. Instead of asking the model to answer every query from scratch, the system stores past question-answer pairs. When a new query arrives, its embedding is compared with the embeddings of stored queries. If the cosine similarity between the new query and a stored query is high enough, the cache returns the stored answer. The decision to reuse or recompute rests on a sin..." current
  • 18:2818:28, 3 November 2026 diff hist +229 N User:JuniorBrumbaugh Created page with "For developers: tune embedding similarity to balance recall and precision, minimize cache false positives, and handle ambiguous near-miss inputs.<br><br>My blog post; [https://zenodo.org/records/23667256 Novel Cognition research]" current