Conditional probability that second box is empty given first box is empty

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James places $k$ objects into $n$ boxes at random. Given that the first box is empty, what is the probability that the second box is also empty?

So far I have got $p(\text{not empty}) = (n-1/n)^k$ and I'm not sure how to apply conditional probability to this?