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P. Venkit

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#small language model Preprint Aug 2026

Belief Cascades Drive Persuasion in LLM Agent Networks

This work introduces a controlled testbed for studying how goal-directed persuaders shift elicited stances in networks of LLM agents grounded in real-world ego-network topologies, and argues for evaluating multi-agent persuasion as a trajectory- and exposure-level process.

Haoyi Qiu, Genglin Liu, P. Venkit et al. · 0 citations
Book Open access Jul 2026

Agents in the Wild: Where Research Meets Deployment

Through applied case studies in pharmaceutical discovery and financial systems, common design patterns that make agentic systems successful are analyzed, and practical mitigation strategies for failure modes are discussed, such as verification pipelines, fallback mechanisms, and human-in-the-loop supervision.

Grace Hui Yang, P. Venkit, Hooman Sedghamiz et al. · 0 citations