Max Buckley, a Google expert in LLM experimentation, dives into the hidden dangers of poor documentation in RAG systems. He explains how even one ambiguous sentence can skew an entire knowledge base. Max emphasizes the challenge of identifying such "documentation poisons" and discusses the importance of multiple feedback loops for quality control. He highlights unique linguistic ecosystems in large organizations and shares insights on enhancing documentation clarity and consistency to improve AI outputs.