Human-in-the-loop is more scalable than we might think. Mechanical Turk type intervention could be all you need. The models won’t be hung up on the entire edge case action, they may just need one piece of data to continue the decision tree.
Human-in-the-loop scalability via Mechanical Turk style intervention
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