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2 changes: 1 addition & 1 deletion blog/gating-reflection-safe-updates/index.html
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Expand Up @@ -1341,7 +1341,7 @@ <h2 id="sleep">Part III · SkillOpt-Sleep: an overnight optimization plugin</h2>
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<td>LiveMathematicianBench</td>
<td class="num">124 items</td>
<td class="num">125 items</td>
<td>Multiple-choice label with choices shuffled per item</td>
<td>Small, high-variance reasoning set that tests whether gains survive noise.</td>
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2 changes: 1 addition & 1 deletion docs/sleep/RESULTS.md
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Expand Up @@ -22,7 +22,7 @@ shared wrapper function.
| Benchmark | Held-out test | Scoring |
|---|---|---|
| SearchQA | 1,400 items | SQuAD exact-match vs gold |
| LiveMathematicianBench | 124 items | multiple-choice label (choices shuffled per item) |
| LiveMathematicianBench | 125 items | multiple-choice label (choices shuffled per item) |
| SpreadsheetBench | 280 items | the agent's generated openpyxl code is **executed**, output workbook compared cell-by-cell to a golden file |

**Targets:** GPT-5.5, GPT-5.4-mini, GPT-5.4-nano. **Modes:** validation-gated
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