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cs.AI2026
The Hitchhikers Guide to Rubric Quality Understanding and Enrichment
Zhengyang Qi, Ankit Aich, Charles Dickens +7
Rubrics distill notions of expert quality and measure agent performance. However, the quality of rubrics themselves have not been systematically measured and are often left to down…
cs.AI2026
Benchmarking Agents in Insurance Underwriting Environments
Amanda Dsouza, Ramya Ramakrishnan, Charles Dickens +2
As AI agents integrate into enterprise applications, their evaluation demands benchmarks that reflect the complexity of real-world operations. Instead, existing benchmarks overemph…