The model can produce results that sound plausible but are not true ([[hallucination]]). The developers of [[instruction-tuned LLM|instruction-tuned LLMs]] are putting a lot of effort into trying to minimize this problem. ``` Consider the book "Memorial do Convento" by José Saramago. Generate a list with the names of the five central characters in the book. ``` To reduce hallucinations first find relevant information and answer the question based on it ``` Consider the book "Memorial do Convento" by José Saramago. Apply the following steps: 1 - Make a list of the characters in the book ordered by importance. 2 - Remove from the list characters that are not central characters in the book. 3 - List the names of the top 5 remaining characters. ``` [[impact of powerful verbs]] < [[Hands-on LLMs]]/[[5 Prompting]] > [[generating marketing from the product fact sheet]]