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Competition Design
Entry #0652
The reason you push hardest when ranked just below someone
Effort peaks not at the bottom or the top of a ranking but at the boundary just below the next person, where one push could change the visible position.
Adept
The hidden part
#0652
Effort is not proportional to rank — it spikes at the boundary where one step changes the visible position.