diff --git a/docs/results.md b/docs/results.md
index 3771763..1b4288d 100644
--- a/docs/results.md
+++ b/docs/results.md
@@ -44,18 +44,26 @@ recency-clean (ids>=3243, base solve ~0.1). This is the corrected substrate. All
 Note the pool/pairs confound across rows (see `argv`); the only single-axis A/Bs are called out
 in the answer.
 
+Paper numbers (Ariahw et al. 2025) are reference context only -- paper uses longer
+training + >512 tok/gen, NOT directly comparable to our 60-step fast preset numbers.
+
+| condition | paper solve | paper hack | ours solve | ours hack | ours headline |
+| :-- | --: | --: | --: | --: | --: |
+| base model (no training) | 0.115 | -- | 0.126 | 0.000 | +0.126 |
+| vanilla GRPO | 0.149 | high | 0.101 | 0.613 | -0.512 |
+| no-loophole ceiling | 0.223 | 0.000 | queued (24) | 0.000 | -- |
+
+Our arms (seed 43, 60-step fast, recency-clean test n=119):
+
 | arm | pairs | gran | hack ↓ | solve ↑ | headline |
 | :-- | :-- | :-- | --: | --: | --: |
-| routeV per-token   | prog_wide | per-token   | **0.042** | **0.143** | **+0.101** |
+| **routeV per-token**  | prog_wide | per-token   | **0.042** | **0.143** | **+0.101** |
 | routeV authored    | authored  | per-rollout | 0.076 | 0.118 | +0.042 |
 | routeV prog_wide   | prog_wide | per-rollout | 0.101 | 0.126 | +0.025 |
 | routeV random-V    | prog_wide (Haar dir) | per-rollout | 0.101 | 0.109 | +0.008 |
-| **vanilla GRPO**   | -- | -- | **0.613** | **0.101** | **-0.512** |
 | routeV act_vote    | authored | per-rollout (global vote) | queued (19) | | |
 | routeV LoRA-B      | authored | per-rollout | queued (20) | | |
 | routeV random-V    | authored (Haar dir) | per-rollout | queued (21) | | |
-| base model (job 23) | -- | -- | **0.000** | **0.126** | **+0.126** |
-| no-loophole ceiling (job 24) | -- | -- | queued | | |
 
 **Answer: vanilla hack_deploy=0.613 -- suppression is real and large.**
 
diff --git a/docs/writeup/main.tex b/docs/writeup/main.tex
index fbaca07..6fbd870 100644
--- a/docs/writeup/main.tex
+++ b/docs/writeup/main.tex
@@ -278,26 +278,24 @@ hack \emph{generalises} off the demonstrated mode.
 %   routeV best (job 15):           out/runs/*_dir8_routeV_authored_perroll_s43/deploy_test.json
 \begin{table}[h]
   \centering
-  \caption{Context anchors: base model, honest-grader ceiling, and our best arm,
-  compared to the paper's reference numbers. Deploy = adapter-off forward on the
-  recency-clean test set ($n{=}119$, Qwen3-4B). Paper numbers from Ariahw et al.\
-  \citep{ariahw2025steering}; our numbers from the same eval harness.
-  \TODO{fill ours column from jobs 16/23/24 when they land.}}
+  \caption{Context anchors: floor, ceiling, and intervention results.
+  Paper \citep{ariahw2025steering} uses longer training and $>$512 tok/gen so
+  paper vs.\ ours are \emph{not} directly comparable -- shown in separate column
+  pairs for orientation only. Our deploy = adapter-off, recency-clean test set
+  ($n{=}119$, Qwen3-4B, seed 43, 60-step fast preset).
+  \TODO{fill no-loophole ours from job 24.}}
   \label{tab:anchors}
-  \begin{tabular}{llcc}
+  \begin{tabular}{lcccc}
     \toprule
-    Condition & Description & Solve $\uparrow$ & Hack $\downarrow$ \\
+    & \multicolumn{2}{c}{Paper (reference only)} & \multicolumn{2}{c}{Ours (this work)} \\
+    \cmidrule(lr){2-3} \cmidrule(lr){4-5}
+    Condition & Solve $\uparrow$ & Hack $\downarrow$ & Solve $\uparrow$ & Hack $\downarrow$ \\
     \midrule
-    Base model (no training) & Zero-shot Qwen3-4B & paper: 0.115 & -- \\
-    \rowcolor{lightgray} Ours (base, job 23) & Qwen3-4B, zero-shot (steps=0), seed 43 & 0.126 & 0.000 \\
+    Base model (no training)  & 0.115 & --    & 0.126 & 0.000 \\
+    Vanilla GRPO              & 0.149 & high  & 0.101 & 0.613 \\
+    No-loophole ceiling       & 0.223 & 0.000 & \TODO{job 24} & 0.000 \\
     \midrule
-    Vanilla GRPO & Paper reference & paper: 0.149 & paper: high \\
-    \rowcolor{lightgray} Ours (vanilla, job 16) & Qwen3-4B, 60-step fast, seed 43 & 0.101 & 0.613 \\
-    \midrule
-    No-loophole ceiling & Honest grader, no hack possible & paper: 0.223 & 0.000 \\
-    \rowcolor{lightgray} Ours (no-loophole, job 24) & \TODO{fill} & -- & 0.000 \\
-    \midrule
-    \textbf{vGROUT routeV (ours)} & Best arm (authored pairs, per-rollout) & \textbf{0.118} & \textbf{0.076} \\
+    \rowcolor{lightgray}\textbf{vGROUT routeV (best)} & -- & -- & \textbf{0.143} & \textbf{0.042} \\
     \bottomrule
   \end{tabular}
 \end{table}