A retrieval-augmented generation system can be poisoned with reward-optimized biased documents and vector-space manipulation to substantially increase biased LLM outputs.
Bias unveiled: Investigating social bias in llm-generated code,
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Bias Amplification in RAG: Poisoning Knowledge Retrieval to Steer LLMs
A retrieval-augmented generation system can be poisoned with reward-optimized biased documents and vector-space manipulation to substantially increase biased LLM outputs.