I wonder whether the search algorithm would need (and can?) to be adjusted to respond to the increased probability of playing numbers that are hard to find with

I wonder whether the search algorithm would need (and can?) to be adjusted to respond to the increased probability of playing numbers that are hard to find with standard binary search.