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In Signal from Noise, Renato Silvestre explores how AI in marketing research delivers real value when guided by the ETL framework: Extract, Transform, Load. He highlights the importance of high-quality data, encoding categorical variables, and addressing missing values. Key AI applications include NLP, predictive modeling, and generative AI, all aimed at improving research accuracy and efficiency.