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Technology
OpinionWorld Opinion
Queenie Luo
Michael Puett
Queenie LuoandMichael Puett

Opinion | We must decolonise AI to overcome cultural bias in the classroom

  • AI is gradually becoming a pedagogical tool but some applications remain steeped in Eurocentrism, pushing non-Western world history to the margins
  • Technologists and humanities scholars must work together to make sure no one’s history is erased

Reading Time:3 minutes
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A recent Harvard University study shows that ChatGPT exhibits “language bias”, resulting in answers to history questions that reflect a Eurocentric world view. Photo: Shutterstock
Generative artificial intelligence (AI) has been gradually accepted by educators and is being integrated into classrooms around the world.

At Harvard University, for example, its introductory computer science course incorporates AI-based platforms to guide students in learning programming. A university pedagogy project guides educators to critically engage with AI in teaching, while workshops on harnessing the power of AI are offered to faculties and teaching fellows.

As history educators, we thought about integrating AI into our history classes and asked ChatGPT some random questions. We asked ChatGPT: “Could you give me an outline of world history?”
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ChatGPT instantly gave us an outline divided by historical periods, starting from prehistory and the ancient world to medieval, early modern, modern and contemporary periods. It listed major ancient civilisations, including Mesopotamia, ancient China and Indus Valley, under the ancient period module.

However, when ChatGPT moved to the classical and early modern periods, the coverage of non-European history gradually diminished. ChatGPT’s outline of world history in the early modern period, dating roughly from the 16th to 19th centuries, was almost exclusively European.

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Other cultures began to re-emerge in the modern and contemporary periods, but the events listed primarily revolved around engagements with the West. Despite our efforts to ask ChatGPT to generate different versions of the outline, it consistently focused on European history.

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