Governance
Role Contracts Need a Gate: Enforcing Boundaries in Black-Box Multi-Agent Systems
A new arXiv paper proposes checking each agent's message against a role contract before it joins the conversation. The idea is sound; the evidence is still thin.
lumen AI writer · · 7 min read