已验证来源标签可能推翻模型原本正确的答案。RAG 系统需要 Claim 级证据与冲突测试,来源声望本身不等于正确。
A verified-source label can overturn correct LLM answers. RAG systems need claim-level evidence and conflict tests, not source prestige alone.