enable

A new book by Paddy McGrath

THE AI
EQUITY
PARADOX

The Opportunity and Challenge of Building Equitable Education in the Age of AI

The promise is real. So is the paradox.

Start with the question
The AI Equity Paradox book cover by Paddy McGrath
The AI Equity Paradox, by Paddy McGrath

What the book is about

Access is where the conversation starts.

Access to AI is necessary but not sufficient for equity. The divide can open at every stage between availability and benefit.

This book follows that distance carefully. It asks what has to be true around a learner, a teacher and an institution before a powerful technology can widen opportunity rather than sort people by the support they already have.

Necessary for some. Useful for all.

A framework for action

Five
Thresholds

Equity is not a switch. It is a sequence of conditions, and every one of them matters.

Material Access

The device, connection, tools and time needed to reach AI in the first place.

Institutional Access

The policies, procurement, support and culture that make access meaningful in a learning setting.

Capability

The knowledge, confidence and practical skill to ask better questions and judge better answers.

Enabling Conditions

The conditions around a learner that make participation safe, supported and genuinely possible.

Benefit

The point at which access becomes improved opportunity, agency and outcomes.

For people shaping the next classroom

Who this book is for

  • +Education leaders
  • +School and trust leaders
  • +Policymakers
  • +SEND and inclusion leaders
  • +EdTech and AI leaders
  • +Anyone responsible for how AI is introduced into learning
Paddy McGrath, author of The AI Equity Paradox

The author

Paddy McGrath

Paddy McGrath works across education technology, accessibility, inclusion and expanding opportunity. He writes for the people making decisions about how technology enters learning, and for the people living with those decisions.

A book for the moment we are in

What we build around AI will determine who gets to benefit.

The Kindle and paperback editions are out now.

Kindle: available now · Paperback: available now

A note from the author

“For everyone who had to find another way in.”