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This paper reveals a confound in LLM conformity benchmarks: standard prompts mix a speaker cue with repeated wrong answers. By introducing a 'no-source' condition that removes the explicit speaker, the authors show that most apparent conformity persists even without a speaker, challenging previous interpretations of social influence.