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Welcome to the Age of Agent Ads: Using On-Policy Attacks to Steer Agentic Decisions
People increasingly delegate option-ranking tasks (e.g., shopping, job search, travel) to AI agents, which creates incentives to steer agentic decisions via "agent ads." To defend against such steering attacks, people count on models' alignment training and platforms' terms of service, and consequen
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