Unverified50% confidenceOpinionExact time
Compared with fully manually reviewing all production outputs, having the Judge do only initial screening and humans review only the small number of flagged samples concentrates human effort where it is most informative, yielding a better cost structure.
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Long-term
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10/20/2026
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