That particular old saying refers to an old television game show called the $64 thousand Dollar Question. Contesants worked their way up through questions of lesser dollar value until they answered wrong and were eliminated or went on to get to the......yup, you get the idea. Hence the expression.
As a cynical note, it was determined later that the show was rigged and it was eventually pulled off the air.