Author

Yuanlong Cao

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Jul 2026

Efficiency Matters in Autonomous Research

This paper argues that the efficiency of the solution-search process is an equally important but often overlooked dimension of performance, and proposes evaluating AR systems using the area under the curve (AUC) of the Pareto frontier, alongside final outcome quality.

Hai Yang, Yuanlong Cao · arXiv.org · 0 citations