collaborative-efficiency

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From Task Success to Productive Success: Evaluating Human-AI Collaboration by Quality and Cost

arXiv cs.CL ↗ · 2026-09-21 Cached

This paper introduces a productivity-oriented framework for evaluating human-AI collaboration based on outcome quality relative to interaction cost, showing that identical quality ratings can differ significantly in interaction costs and that subjective user ratings are not reliable for measuring productivity.

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