Rana Muhammad Usman

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Distributed Systems & Hardware (1)Eval Frameworks & Benchmarks (1)Natural Language Processing (1)

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Dominic Williamson (1)

Papers (1)

Aug 20, 2026

Rana Muhammad Usman +11w ago

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

Lexical convergence in LLMs can be significantly influenced by peer-ranked feeds, but distributed sources fail to provide a reliable advantage in shaping agent opinions.

Rana Muhammad Usman, Dominic Williamson

Distributed Systems & Hardware Eval Frameworks & Benchmarks Natural Language Processing

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Rana Muhammad Usman

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)