Let X be the natural lifetime of a device that also fails if a catastrophe such as a shock occurs. Let Y be the time until the next catastrophe. Suppose that X and Y are independent exponential random variables with parameters λ and μ, respectively. Given that X < Y, find the expected lifetime of the device.

Warning: Since X < Y, we might fallaciously think that the expected lifetime of the device is 1/λ.