AIBullisharXiv โ CS AI ยท 1d ago6/10
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SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication
SafeSieve is a new algorithm for optimizing LLM-based multi-agent systems that reduces token usage by 12.4%-27.8% while maintaining 94.01% accuracy. The progressive pruning method combines semantic evaluation with performance feedback to eliminate redundant communication between AI agents.