4/1/2024 · Edo Liberty
What this post added
Introduces a novel LLM, Luna, developed with 'information-free training' to achieve zero hallucinations by admitting ignorance. Details the 'assumed knowledge factor' (AKF) and its inverse correlation with hallucinations, showing that setting AKF to zero eliminates hallucinations. Discusses the performance trade-offs of this approach, resulting in significantly diminished utility on tasks requiring factual knowledge. The post also references existing research on RAG and LLM performance, reinforcing Pinecone's core value proposition.