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Them: Please randomize a list in O(n) time.

Me: so you just want me to generate O(n lg n) bits of entropy in O(n) time? That's not possible.

I think you can do this with a Fisher-Yates shuffle (https://en.wikipedia.org/wiki/Fisher%E2%80%93Yates_shuffle), right?