Cherry-pick Override: LLM Judges Under-use the Non-Directional Verdicts Their Contract Authorizes

Haoran Xu

Evidence-grounded fact verification increasingly uses LLM judges to turn evidence into terminal verdicts. Many task contracts deliberately include non-directional verdicts - Confli…