Deliberately Human ContentsAboutAsk the bookReferences

Sources

The original papers

The book is built from eleven linked research papers. They were published in Future Science Archives, a non-profit, open-review archive, and are also archived openly on Zenodo, where each has its own DOI. The links below are those DOIs. Each paper is free to read, and open to review.

  1. Part One Educational futures to 2035 and 2045: Scenarios, switches and the choices to make now doi.org/10.5281/zenodo.23773546
  2. Part Two Learn first, then use AI: Testing an expert consensus on generative AI and learning against the empirical evidence doi.org/10.5281/zenodo.23776154
  3. Part Three Growing up with machines that talk back: Wellbeing, attachment and the developing mind in AI-mediated childhood doi.org/10.5281/zenodo.23774068
  4. Part Four What counts as AI literacy? A comparative analysis of international frameworks and system-level policies, 2024–2026 doi.org/10.5281/zenodo.23774396
  5. Part Five When the artefact is no longer evidence: Assessment validity and academic integrity in the age of generative AI doi.org/10.5281/zenodo.23774490
  6. Part Six The broken bottom rung: Entry-level work, durable capability and what schools should prepare young people for doi.org/10.5281/zenodo.23774347
  7. Part Seven Teachers at the centre: Closing the teacher AI gap through professional learning, time and agency doi.org/10.5281/zenodo.23774279
  8. Part Eight Leading the redesign: Purpose, ecosystems and sequencing in school leadership for AI doi.org/10.5281/zenodo.23774161
  9. Part Nine Governing AI in education: Uneven rules, thin evidence and procurement as policy, 2026 doi.org/10.5281/zenodo.23773925
  10. Part Ten Close the gap or widen it? AI, equity and learning at the weakest link doi.org/10.5281/zenodo.23773072
  11. Part Eleven From newsletter to journal in an evening: A human–AI workflow for rapid, open and verified publication of applied education research doi.org/10.5281/zenodo.23773723

The References section lists every source the book cites. Where a source has a DOI, it is linked. Go to the references. The archive itself is at https://future-science.org/future-science-archives.