Running locally does help get less modified output, bit how does it help escape the black box problem? A local model will have fewer filters applied to the out

Running locally does help get less modified output, bit how does it help escape the black box problem? A local model will have fewer filters applied to the output, but I can still only evaluate the input/output pairs.