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14 SEP 2026 · Hacker News · 54 pts · 48 comments ↗

When LLM judges agree, should we believe them?

A new method for aggregating labels from multiple Large Language Model (LLM) judges to reduce noise and improve accuracy, by modeling pairwise dependencies among judges and adjusting the aggregate score accordingly, outperformed traditional baselines by 9-14% on three binary tasks. AI summary

artificial intelligence judgment