Trust-Gated Capability Control: Breaking the Trust-Vulnerability Paradox in Multi-Agent LLM Systems

Mehedi Hasan Nipu, Chinmoy Mitra, Tarannum Ahmed Nowshin +1

Layered trust models for multi-agent LLM systems remain largely conceptual: they name which dimensions of trust matter but not how layers combine, how their importance is set at ru…