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Let's say you have a company that tries to make online checkout more efficient by predicting which payment the user will prefer, and research shows that if the
by dswalter 7y ago
Let's say you have a company that tries to make online checkout more efficient by predicting which payment the user will prefer, and research shows that if the user is first presented with a payment method they use, they are more likely to buy.
If I subscribe to your API and get the outputs of your predictions, since I can see the kinds of inputs that you tell me are associated with preferring PayPal, I can approximate your PayPal-preference model.
This works for basically any machine learning model-as-service. So if I invest heavily in approximating and then serving models more at lower cost than anyone else, that might be a viable businese.