Profit is the Red Team: Stress-Testing Agents in Strategic Economic Interactions

ArXi:2603.20925v1 Announce Type: new As agentic systems move into real-world deployments, their decisions increasingly depend on external inputs such as retrieved content, tool outputs, and information provided by other actors. When these inputs can be strategically shaped by adversaries, the relevant security risk extends beyond a fixed library of prompt attacks to adaptive strategies that steer agents toward unfavorable outcomes.