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      <title>Causal Brews: Why Your Feature Engineering Needs a Graph Before a Grid Search</title>
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      <description>A mechanism-first reading of CAFE, a causally guided automated feature engineering framework that uses causal graphs as soft search priors rather than magical truth machines.</description>
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