An internal agent report claims a quality gain after an evaluation-runner upgrade. These fictional runs use the same task IDs, reset environments, model weights and application prompt, with one attempt per task.
Scenario inputs| Scheduled tasks | 100 before; 100 after |
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| Scored successes | 72 before; 72 after |
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| Scored failures | 28 before; 8 after |
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| Infrastructure errors, no score | 0 before; 15 after |
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| Missing runs, no artifact | 0 before; 5 after |
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| Grader change | Before: checks final database state. After: checks the assistant's completion message. |
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Your task. Decide whether to announce the improvement. Reconstruct the report's denominators, identify what evidence is missing and propose the comparison needed for a release decision.