Well...yes. Because if intervening factors occur you're measuring the probability it will happen over the span of time until that intervention occurs, not infinite time.

Basically any time you start hearing "infinite" thrown around you're probably in a purely theoretical scenario with a conspicuous lack of limits or z-factors.