Using lightweight LLMs to cut incident response times and reduce hallucinations

Researchers from the University of Melbourne and Imperial College London have developed a method for using LLMs to improve incident response planning with a focus on reducing the risk of hallucinations. Their approach uses a smaller, fine-tuned LLM combined with retrieval-augmented generation and decision-theoretic planning.