This is something I know very little about, but will machine learning evolve over time? I mean imagine if this technology was being created before the civil wa

This is something I know very little about, but will machine learning evolve over time? I mean imagine if this technology was being created before the civil war and it was fed images of slavery the assumptions it would make! Our world and what is normalized changes over time, will machine learning reflect that? The world I've experienced is different than the world a generation below me has experienced but if it's my generation feeding the machine the images what happens? Images from my parents' generation would have shown women who didn't go to college unless it was for an MRS., nursing, or teaching. My Mom's only sport option was cheer leading. This is drastically different from my sister's life experience.