I found it really insightful (and always overlooked) to distinguish between vector and co-vector spaces. It doesn't necessarily produce new knowledge, but makes things more clear.

Yeah - otherwise it’s bizarre to have row vectors and column vectors.

To me it doesn't seem wrong to call covectors "row vectors", but one shouldn't simply convert them to each other with no good reason.