Your question is Binary Search in Weighted Arrays. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
How would you apply binary search to find an element in a weighted array of probabilities?