Weak-Driven Learning: How Weak Agents make Strong Agents Stronger

Zehao Chen, Gongxun Li, Tianxiang Ai +9

As post-training optimization becomes central to improving large language models, we observe a persistent saturation bottleneck: once models grow highly confident, further training…