VACS: Value-Aligned Compositional Shielding for Multi-Agent Reasoning.

arXiv:2609.26135v2 Announce Type: replace Abstract: Multi-agent reasoning systems in high-stakes domains must be both accurate and safe, yet agents often follow heterogeneous value priorities (e.g., rigor, conciseness, safety), causing conflicting recommendati