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Peer-Voted LLM-Agent Stress Tests Find Feed-Induced Lexical Convergence but No Reliable Matched-Exposure Advantage for Distributed Sources

Hugging Face Daily Papers ↗ · 2026-08-20 Cached

The paper introduces PV-SST, a peer-voted social-platform testbed for LLM agents, and finds that peer-ranked feeds increase lexical convergence but do not reliably produce opinion capture or coordination advantages across model families and topics.

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