Welfare, Improvability, and Variance: A Principal-Agent Approach to Optimal Benchmark Item Aggregation
arXiv:2605.30916v1 Announce Type: new Abstract: AI benchmarks have well-documented limitations, with prior work examining contamination, saturation, and construct underspecification. Aggregation has r