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Vector Alignment Scores Are Not Truth: Reading the Number Without Falling for It

Vector alignment scoring is a real upgrade over keyword research — and a real trap if you read the number as ground truth. Why production retrieval signals matter more than offline embeddings, and how Aurora closes the gap.