PropUQ-MAS: Propagation-Aware Uncertainty Quantification for LLM Multi-Agent Systems

Factual evidence

What the source reports

Researchers published PropUQ-MAS, a framework to quantify error propagation and uncertainty compounding across multi-agent LLM workflows.