Injecting flipped DONE bits and dropped edges monotonically degraded enforcement; spurious DONE was deterministically fatal in the reported single-event cases, and most damage arose when the agent silently obeyed an incorrect directive rather than from an explicit refusal. · CiteArk

Injecting flipped DONE bits and dropped edges monotonically degraded enforcement; spurious DONE was deterministically fatal in the reported single-event cases, and most damage arose when the agent silently obeyed an incorrect directive rather than from an explicit refusal. · CiteArk

测量结果

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指标与条件	论文报告	最近可用实测	证据判断
model: Qwen3-235B · steps: 15 · density: 0.3 · epsilon: 0.001 · episodes: 64 · reasoning: no-think	0.72 proportion	—	尚未评估
model: Qwen3-235B · steps: 15 · density: 0.3 · epsilon: 0.001 · episodes: 64 · reasoning: no-think	0.84 events	—	尚未评估
model: Qwen3-235B · steps: 15 · density: 0.3 · epsilon: 0.001 · episodes: 64 · reasoning: no-think	15 events	—	尚未评估
model: Qwen3-235B · steps: 15 · density: 0.3 · epsilon: 0.001 · episodes: 64 · reasoning: no-think	12 events	—	尚未评估
model: Qwen3-235B · steps: 15 · density: 0.3 · epsilon: 0.001 · episodes: 64 · reasoning: no-think	27 events	—	尚未评估
model: Qwen3-235B · steps: 15 · density: 0.3 · epsilon: 0.001 · episodes: 64 · reasoning: no-think	0.56 proportion	—	尚未评估
model: Qwen3-235B · steps: 15 · density: 0.3 · epsilon: 0.001 · episodes: 64 · reasoning: no-think · denominator: 36	17 episodes	—	尚未评估
model: Qwen3-235B · steps: 15 · density: 0.3 · epsilon: 0.001 · episodes: 64 · reasoning: no-think · denominator: 28	1 episodes	—	尚未评估
model: Qwen3-235B · steps: 15 · density: 0.3 · epsilon: 0.003 · episodes: 64 · reasoning: no-think	0.41 proportion	—	尚未评估
model: Qwen3-235B · steps: 15 · density: 0.3 · epsilon: 0.003 · episodes: 64 · reasoning: no-think	1.95 events	—	尚未评估
model: Qwen3-235B · steps: 15 · density: 0.3 · epsilon: 0.003 · episodes: 64 · reasoning: no-think	38 events	—	尚未评估
model: Qwen3-235B · steps: 15 · density: 0.3 · epsilon: 0.003 · episodes: 64 · reasoning: no-think	30 events	—	尚未评估