This post explores the shift from static courses to dynamic content systems and asks what it means when content never really needs to be finished. Written for educators and L&D leaders navigating the future of digital learning.

An internal Packt experiment found that OpenAI’s o1-preview and o1-mini can improve code validation and technical QA, but high costs, slower speeds and limited versatility mean they are best used as targeted supplements rather than full editorial replacements.

As generative AI reshapes publishing, the future belongs to publishers who champion authorship, protect attribution, and prioritise human expertise over content volume.