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Guess two-thirds of the average

Asked at Optiver, IMC, Akuna

A room full of rational players each secretly writes down a number from 0 to 100. The organizer averages all the numbers and multiplies by two-thirds. Whoever's guess is closest to that target wins.

If everyone reasons perfectly, what number should you pick, and why?

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