What I observed that I think could be harmful:
sees gifts for man are highly related with things like ties and shirts, and women’s tend to be luxuries.
Why I think this could be harmful, and to whom:
This is a gender stereotype
How I think this issue could potentially be fixed:
feed more diversed data, especially different kind of gift without gender labels
