Say I have a standard $52$ count deck of cards in random order, and that I start flipping cards from the deck over until a king appears, which is card #$19$. What's the probability the next card is the ace of spades?
It's possible to brute force this using Bayes' theorem and slogging through a laborious calculation, but I was wondering if there were any tricks to arrive at the answer in a cleverer way.
There are $51!$ possible arrangements of the deck minus the ace of spades, in which there is only one "wanted" position for the ace of spades (immediately after the first king, at whatever serial number the king has come), against $52!$ unrestricted arrangements,
thus desired $Pr = \Large\frac{51!}{52!} =\Large\frac1{52}$
Interpretation issue
There is some confusion about the interpretation of the question. If it just happens that the first King is at #19, it could have as well been at #15, say, the answer is $\frac1{52}$
On the other hand, if it is given that the first King is at #19, the answer will become $\frac1{51}$
PS:
You haven't clarified whether by "flipping over..." means that you are seeing each of the first $19$ cards. If you are seeing, then. of course, the probability that the next card is tha ace of spades is simply $\frac1{33}$