A manufacturer knows that their items have a normally distributed lifespan, with a mean of 12.3 years, and standard deviation of 3.6 years.
If you randomly purchase one item, what is the probability it will last longer than 8 years?
You can play around with Z table stuff at
davidmlane.com/hyperstat/z_table.html