Skip to Content
Degrees of Change
book

Degrees of Change

by Juan M. Lavista Ferres
January 2026
Beginner to intermediate
352 pages
8h 35m
English
Wiley
Content preview from Degrees of Change

Chapter 11How Can Higher Education Survive Transformative AI?

—SJ Beard, University of Cambridge, and Matthew Connelly, Columbia University

Higher education is facing unprecedented levels of uncertainty about the impacts of AI, yet its mission is to prepare students for the future. The sector must, therefore, resist the temptation to merely react to technological developments and instead work proactively to explore possible futures for transformative AI to ensure students and society are prepared for them. While we cannot hope to predict the future of AI, this chapter aims to stimulate discussions about how to develop strategies for such proactive engagement by reviewing current assessments of transformative AI and its possible impacts, and presenting an abridged set of five scenarios for the sector over the next decade. Our scenarios explore a range of possibilities, characterized by more or less rapid adoption of AI technologies within academia and the level of coordination and reflectiveness in the sector's response. They include futures in which higher education is dominated by slow erosion, uncritical adoption, engaged development, principled resistance, or reflective adaptation in the face of transformative AI. We conclude by offering recommendations based on our research for how higher education can best shape this transformative future, focusing on the need for collaboration, human control, attention to core social missions, clear communication, and ongoing curiosity. ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

The Human Factor in AI-Based Decision-Making

The Human Factor in AI-Based Decision-Making

Philip Meissner, Christoph Keding
How to Develop a Great Digital Strategy

How to Develop a Great Digital Strategy

Jeanne W. Ross, Cynthia M. Beath, Ina M. Sebastian

Publisher Resources

ISBN: 9781394413065