I think the 19th century arguments were along the lines of "they get stressed if they have to think for themselves poor dears" though I'd have to look it up. But I suspect similar arguments are deployed in any slave-owning society. Very few people like to think of themselves as oppressors so the temptation to view slavery as a mutually beneficial relationship must be pretty strong.