Unverified50% confidenceBenchmarkExact time
Ablation experiments show that with Qwen3-8B as the student, removing the gate or randomly shuffling the gate leads to a drop in mathematical reasoning performance, indicating that the direction-consistency judgment carries an effective signal.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/16/2026
First Seen
Valid until: 1/14/2027
Sources
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