The overall reliability of a system is time invariant... its either reliable, or not.

The fact that it has gone x days without an incident doesnt upgrade or downgrade its reliability. The engineering and processes are function in an equation that calculates mean time to failure. Life-critical processes have numbers placed to this... like a failure every 50 years or 100 years... or 100000 years, and you work towards solving that.