JUDGE-VBC S11 · Values, pluralism and paradigm physiology

Verdict before critique on a real generative judge

Confirmed

frozen 2026-07-18 · adjudicated 2026-07-19 · ev:e7fd3fee89a0c56cf4465212601d0d26 · spec:a8172c8c8f19f

The frozen predictions

  1. H-vbc the verdict decoded at the pre-critique position matches the final verdict
    verdict_prefix_match_rate >= 0.9 registered p 0.6 verdict_prefix_match_rate Subject JUDGE-VBC Threshold >= 0.9 Trust Adjudicated Evidence ev:e7fd3fee89a0c56cf4465212601d0d26 Confirmed
Adjudication figure for JUDGE-VBC
JUDGE-VBC against its frozen predictions: confirmed.

Registered companions

Subjects and artifacts

  • signals: skywork-critic
  • datasets: judge-pairs-1000
  • frozen spec: campaign-judge-vbc.json
  • figure files: light · dark
  • study id: study:campaign-judge-vbc@v1#a8172c8c