Trust the Brand,
Lose Control
How identity hijacks delegation

The main agent picks who gets to act. Sometimes it picks a name, not the evidence. Safer advice showed up most of the time. It still rarely got the keys.

1,890Tasks / system
16Agent systems
27,826Trajectories
8Vulnerability measures

Xutao Mao1, Rui Qian2, Linghan Chen3, Yudong Gao4, Junchi Liao5, Junlin Cai6, Jinman Zhao7, Cong Wang1

1 City University of Hong Kong · 2 Fudan University · 3 University of Adelaide · 4 HKUST · 5 UESTC · 6 USTC · 7 University of Toronto

30 source scenarios · 63 variants · 25 judge diagnostics