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DATA-SCIENCE-FUNDAMENTALS5 MIN READ

Hold the Causal Boundary in the Room

Respond to pressure for causal language while preserving the useful association and proposing a stronger design.

dialogue-thread before-after common-trap-callout Evan E Chief revenue officer 1 Signal 2 Boundary 3 Next design Causal pressure 20 sec The moment Evan wants a causal title from an observational pipeline analysis. The wrong verb can turn useful evidence into an indefensible claim. 14%

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