Writing an AI textbook reveals a gap between filler copy and high-voice non-fiction. Nathan Lambert argues that refining models as tools removes the human point of view necessary for inspiring prose. While LLMs excel at generic text, they fail to replicate the visible thinking process. Practitioners should expect continued limitations in complex, authoritative authorship.