I think it's a problem inherent in the larger audience - it's a different dynamic with less intimacy. To restore the intimacy that begets the high quality, I recommend introducing ways to customize my experience, whether it's sub-HNs, categories, following, or something else. That way people can create clusters and privacy for themselves and control their experience.
I don't think this can just be solved by tweaking karma logic.