A More Predictable User

Wheatpaste posters street art

Algorithms are designed to maximize click-through, that is, the probability that the user clicks on presented items. The solution is simply to present items that the user likes to click on, right? Wrong. The solution is to change the userโ€™s preferences so that they become more predictable. A more predictable user can be fed items that they are likely to click on, thereby generating more revenue. People with more extreme political views tend to be more predictable in which items they will click on.

โ€” Stuart Russell,

Human Compatible: Artificial Intelligence and the Problem of Control

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