What does it mean when it says "Improve x quality"?
it means to improve how much x is worth per unit.
increasing to 125% would mean that each unit counts as 1.25 units instead, reducing the costs to 80%, and likewise improving gains indirectly by having less drain on the resource.
So in short, it makes things that use x cost less, right?