Writing a textbook reveals a gap between filler copy and high-voice non-fiction. Nathan Lambert argues that refining LLMs as tools rather than assistants erodes their ability to produce inspiring prose. While models excel at generic text, they lack the distinct point of view required for deep educational writing. Practitioners should expect continued friction in AI-led authorship.