Why is an increase in the amount of oxygen in the atmosphere favorable for life?
Because it's favorable for the process of aerobic respiration which requires O2 to produce ATP, which is the little power storage unit.

With a bigger concentration of O2, it was possible to produce more ATP, should you evolve in that direction and you needed that constraint to be removed.