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Uplift, in practice

Targeting the persuadable instead of the inevitable — notes from shipping uplift models that survive contact with reality.

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Classic models answer "who will convert?". Uplift answers a stranger, more useful question: "who converts because we acted?"

Four kinds of people

The whole game is finding the persuadables without a label that ever directly names them.

A note on evaluation

AUUC and the Qini curve are not optional decoration; they are the only honest mirror an uplift model has. Accuracy is a comforting lie here.

More to come — this is a stub.