> But it's fully possible for the change they create to be entirely negative.

cf the ur-example of Thomas Midgely Jr[1] who developed leaded gasoline (bad) and then went onto CFCs (bad).

[1] https://en.wikipedia.org/wiki/Thomas_Midgley_Jr.