When Pair Count Is Not the Sample Size: What All-Pairs Agent Comparisons Estimate.

arXiv:2609.33012v1 Announce Type: new Abstract: When an agent benchmark compares every pair of leaderboard entries, the number of comparisons can look much larger than the independent evidence behind them: A versus B and A versus C both reuse A. Whether this r