12 citations · 16 across the 6 of their papers we have counts for
3 papers · 1 filter
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…
The Future of Facts: Tracing the Factual Generation-Verification Gap
Tim R. Davidson, Anja Surina, Caglar Gulcehre
Language models are becoming the default interface to factual knowledge, yet they often verify outputs more reliably than they generate them. This generation-verification gap (GV-g…
Reasoning-Driven Synthetic Data Generation and Evaluation
Tim R. Davidson, Benoit Seguin, Enrico Bacis +2
Although many AI applications of interest require specialized multi-modal models, relevant data to train such models is inherently scarce or inaccessible. Filling these gaps with h…