Adaptive Confidence Gating in Multi-Agent Collaboration for Efficient and Optimized Code Generation

Haoji Zhang, Yuzhe Li, Zhenqiang Liu +3

While Large Language Models (LLMs) have catalyzed breakthroughs in automated code generation, Small Language Models (SLMs) often encounter reasoning bottlenecks and failure loops w…