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cs.CL2026
Welcome to the Age of Agent Ads: Using On-Policy Attacks to Steer Agentic Decisions
Tim R. Davidson, Marija Šakota, Joshua Joseph +1
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…
cs.CL2026
Integrating Machine-Generated Short Descriptions into the Wikipedia Android App: A Pilot Deployment of Descartes
Marija Šakota, Dmitry Brant, Cooltey Feng +7
Short descriptions are a key part of the Wikipedia user experience, but their coverage remains uneven across languages and topics. In previous work, we introduced Descartes, a mult…