NYT is moving to using machine learning to moderate its (actually, pretty great) comment section. Big shift. Will they study it thoroughly?https://twitter.com/nytimes/status/874592901073956864 …
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Great point, and it is The Reason that models are continually audited and trained. "Work" is always reviewed.
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Blackboxes!!
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Shifting gatekeeping to machine learning is not a small change even if your model seems to replicate your training data well.
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At best, we are putting in systems that work-to-rule—ask any labor organizer why that can be the most potent form of strike.
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“spam”/“not spam” binary classifiers are, loosely, “just” consensus filters, right? but that’s not as broadly understood as it should be.
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