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Full-eval charts (panel + remainder), 2026-09-24

Built from the full held-out monitor eval (7,200 panel + 10,584 remainder rows per arm, all 96 arms), graded by a copy of the grader in this folder. Nothing in 260923_paired_grid/ or 260923_paper_figures/ was changed.

Start here: SUMMARY_FOR_PAPER_260924.md: bottom line, claims, protocol facts, known issues, policy status.

Also: EVAL_SIZE_ANALYSIS.md: the monitor eval is 5–7Γ— larger than the headline needs.

Figures

Bar charts (the overview set, full data)

Data and scripts

Notes

  • UltraChat (control) is panel only (n=300 per cell); its remainder was never run. It is labelled that way in the figures.
  • Compared with the panel-only figures, every method moves by 2 points or less.
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