Expected Xor in May Cookoff

I have been seeing the accepted submissions and every solution seems to have this concept:
For the bth number having probability p, the probability of each bit being set is with probability p.

For more clarity, line 37 of this submission.

The probability of occurrence of a number cannot be advanced down to its bits.