Conformity Mitigations in Large Language Models Lie on a Single Resistance-Receptivity Frontier: Recent advances in language...
Models have enabled collaborative settings in which multiple models leverage one another's capabilities, iteratively improving, transforming, and extending each other's outputs. Each agent sees what the others assert before it answers, so peer opinion competes with the model's own parametric knowledge, and a wrong majority can...
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Conformity Mitigations in Large Language Models Lie on a Single Resistance-Receptivity Frontier: Recent advances in language models have enabled collaborative settings in which multiple models leverage one another's capabilities, iteratively improving, transforming, and extending each other's outputs. Each agent sees what the others assert before it answers, so peer opinion competes with the model's own parametric knowledge, and a wrong majority can...