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2 essays on search, covering systems design, intelligence workflows, and the operational tradeoffs behind them.
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2 essays on search, covering systems design, intelligence workflows, and the operational tradeoffs behind them.
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Hybrid Search in Practice: Tuning Relevance Without Lying to Yourself
Relevance tuning is an operational discipline, not a one-time configuration. A deep dive into evaluation metrics, bias suppression, and feedback loops for intelligence systems.
The Hybrid Search Engine: Combining Lexical and Semantic Ranks
OSINT relevance is multi-modal. A technical exploration of why keywords fail and how to fuse BM25 with Vector Embeddings for operator-grade retrieval.