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Cambridge Study Says Schools Must Change Methods, Integrate AI To Prepare Future Workers

Cambridge researchers warn that classrooms must shift from memorization to dialogic, AI-supported problem solving, a change that could redefine the skills Gen Z brings into the labor market.

Allwork.Space News TeambyAllwork.Space News Team
November 19, 2025
in News
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Cambridge Study Says Schools Must Change Methods, Integrate AI To Prepare Future Workers

Cambridge Study Says Schools Must Change Methods, Integrate AI To Prepare Future Workers

Tools like ChatGPT were initially seen by many teachers as a means to cheat on homework. However researchers now believe AI, used correctly by educators, can support students to learn and work collaboratively while drawing on different sources of knowledge.

London (PA Media/dpa) – Education must be reframed to integrate artificial intelligence in a way that can meet the “major challenges facing humanity”, a conceptual research paper argues.

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The University of Cambridge paper suggests that AI could be used to support students to learn and work collaboratively while drawing on different sources of knowledge.

It urges educators and policymakers to consider a move to “dialogic” learning, in which teachers and students talk more, explore problems together, and test ideas from different angles.

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The paper’s authors argue that “in order to integrate AI into education in a way that can meet the major challenges facing humanity, ranging from ecological crisis to the future of democratic societies, we must reframe education”.

Outlining how this might work in practice, the paper reimagines a basic science lesson about gravity.

In a conventional lesson, students might be taught key principles, laws and formulae relating to gravity, which they are expected to memorise and reproduce later.

In the dialogic version, they begin with a question, such as “Why do objects fall to the ground?”

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The paper imagines students discussing this in groups, then running their ideas past an AI chatbot that takes on the guise of different thinkers such as Aristotle, Newton and Einstein.

Approaches like this, the authors suggest, would have the advantage of placing students inside scholarly conversations relevant to the national curriculum, and help them to grasp key concepts by discussing and reasoning their way through them.

“Every so often a technology comes along that forces a rethink of how we teach,” said co-author Rupert Wegerif, professor of education at the University of Cambridge, said.

“It happened with the internet, with blackboards, even with the development of writing. Now it’s happening with AI. If ChatGPT can pass the exams we use to assess students, then at the very least we ought to be thinking deeply about what we are preparing them for,” he said.

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“One thing we should consider is education as a more conversational, collaborative activity, an approach first advocated by Socrates, but also highly relevant to a digitally connected world with planet-sized problems.”

The paper cautions that AI could be a “cognitive poison”, limiting the progress of students, if the education system does not adapt.

“If educational systems remain bound to the traditional print-based assumptions and assessment methods, GenAI (generative AI) is likely to appear as a cognitive poison,” the paper argues.

“For example, students who feel under pressure to produce essays demonstrating their personal capacity to produce a critical synthesis of large amounts of knowledge may naturally rely heavily on GenAI, because it can do this task better than they can, but in the process they may diminish their personal creative and critical engagement and sense of agency.”

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Prof Wegerif argued that the way we teach and learn needs to change.

“AI can be part of the remedy, but only with approaches to learning and assessment that reward collaborative inquiry and collective reasoning,” Wegerif said.

“There is no point just teaching students to regurgitate knowledge. AI can already do that better than we can.”

Co-author Dr Imogen Casebourne, researcher at Hughes Hall, Cambridge, said generative AI has arrived at a “time when there are many other pressures on educational systems.”

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“The question is whether it is adopted in ways that enable students to develop skills such as dialogue and critical thinking or ways that undermine this,” she said.

The paper is published in the British Journal of Educational Technology.

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Allwork.Space News Team

Allwork.Space News Team

The Allwork.Space News Team is a collective of experienced journalists, editors, and industry analysts dedicated to covering the ever-evolving world of work. We’re committed to delivering trusted, independent reporting on the topics that matter most to professionals navigating today’s changing workplace — including remote work, flexible offices, coworking, workplace wellness, sustainability, commercial real estate, technology, and more.

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