Hi there!
I believe slaves were no longer required in such large numbers anymore. Basically, machines started doing the work they would usually do, so it makes sense to think that attitudes changed positively, perhaps they may have even started getting paid jobs themselves and began working towards a decent quality of life.
I hope this helps :)