Google has this problem in its search suggestions. They update with some delay, and humans also have a significant delay in how quickly they can react to a changing stimulus. So I tap on the wrong search suggestion. One problem is that they aren't satisfying monotonicity: the suggestion can change unexpectedly even if further inputs keep exactly matching the old suggestion.