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A learnable moderator can transform multi-agent debates into more efficient reasoning processes, outperforming traditional methods by reducing redundancy and enhancing evidence aggregation.
SrDetection uncovers hidden data leakage patterns in Code LLMs, boosting detection accuracy by over 21 points without relying on fragile heuristics.