Vulnerability of LLMs'Stated Beliefs? LLMs Belief Resistance Check Through Strategic Persuasive Conversation Interventions
A systematic evaluation of LLM susceptibility to persuasion under the SMCR communication framework highlights substantial model-dependent limits of current robustness interventions and offers guidance for developing more trustworthy LLMs.