Except it won't because there's so much pent up demand for transit. A little extra capacity will be instantly used up by the people who were formerly inconveniencing themselves by leaving late/early.

Increasing throughput doesn't prevent you from being able to max out the system at peak usage times (rush hour), it just means that the rush hour traffic doesn't last as long.