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I think it's very likely this kind of optimization is giving people want they "will" want, instead of what they "do" want.

If you ask a heroine user if they want to use, I suspect most will say no.

But if you A/B test their behavior and build a product based on what they actually do, you're going to start selling more heroin and encourage more heroin use.

To everyone's detriment.



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