Mitigation Strategies

Choosing the Right Fix for LLM Hallucinations: A Lifecycle-Based Decision Framework

Choosing the right strategy to mitigate LLM hallucinations requires diagnosing the error type (intrinsic vs. extrinsic) and considering the intervention stage in the LLM lifecycle. This article presents a decision framework mapping core strategies like RAG, fine-tuning, and prompt engineering to specific hallucination types and implementation complexity.