ResearchBenchmarksWinner Selection on Model-Judge Audit 90 cases (held-out)Winner Selection on Model-Judge Audit 90 cases (held-out)Follow50Observed Win RateCBEA+LCV16.491225.190633.8942.5894May 15, 2026Evaluation resultsMethodMethodLinksObserved Win RateWin Rate 95% CI LowWin Rate 95% CI HighCBEA+LCVMetric Type=winner shareMetric Type=winner share2026.055041.6758.33RawDescription=raw prompt...Description=raw prompt stuffing, Metric Type=winner share2026.0530.5622.7838.33ValidatorDescription=validator-...Description=validator-only, Metric Type=winner share2026.0517.7811.1125