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- Removed biased self-reported confidence voting - Head node now collects ALL responses and scores them objectively - Uses quality scoring (length, structure, completeness) to compare - Shows quality scores for all nodes so user can see comparison - Prevents overconfident small models from beating better large models - 3B models will only win if they actually produce better quality output - All 41 tests passing