[KongchangAI]
Unverified50% confidenceBenchmarkExact time

Ablation experiments on Qwen3-4B show that adaptive allocation improves acceptance length by 3.3% to 10.0% compared with fixed full-turn supervision.

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
11/2/2026
First Seen
Valid until: 1/31/2027

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