K81R combined lexical and semantic ranks without pretending their raw relevance scores shared one calibrated meaning.
#information-retrieval
K81R's embedding search missed codes, project names, and rare technical phrases, so hybrid retrieval preserved literal evidence instead of treating it as an old-fashioned fallback.