@felix_ved: AA-Omniscience scores abstaining as neutral instead of punishing it. That one rule reshuffles the whole leaderboard. Opus 4.8 holds the best calibration of any frontier model at 36 percent and still answers at scale. For anything that has to be correct, attempt rate and hallucination rate matter more than the headline score. #llm #aibenchmark #aiengineer #developer