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A Human-Augmenting Agentic Workflow for Causal Inference

calendar_today June 19, 2026 person Netflix Technology Blog domain netflix

By Winston Chou, Adrien Alexandre, Lars Olds, Yi Zhang, Garrett Hagemann, and Nathan Kallus Introduction Imagine asking a data agent to analyze the causal relationship between two variables, such as the effect of watching a popular Netflix show on long-term member retention. It queries your data, runs a regression, and confidently returns an answer. How much should you trust it?

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