It means your life expectancy immediately increases. There are some things that, depending on your age, improving won’t improve life expectancy. ie, a 99 year old doing something that reduces their risk of colon cancer but nothing else will not reduce their chances of dying because something else will kill them first with 100% certainty.

Quitting smoking decreases risk of death for absolutely everyone in every circumstance