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Basic Education in the AI Era: Text-Based Rote Learning Is Not Enough

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Robin’s commentary (as of February 2023; personal opinion)

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Collected in Robin Shen’s Field Notes · Content type and attribution are shown above

English translation of the Chinese post originally published 2023-02-18. Translated 2026-10-31 with AI assistance. Historical figures and claims have not been updated or independently verified. 中文原文

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As ChatGPT spreads, Robin argues that even the foundations of education must change. If basic education in Taiwan still force-feeds knowledge through large volumes of text, it cannot outperform ChatGPT. AI education and understanding must begin before university. Government investment in higher education and industry matters, but primary schools need to move beyond one-dimensional text-based rote learning and help children understand the world more fully. He urges the Ministry of Education to consider how children can enjoy learning, learn in diverse ways, explore independently, and build coherent systems of thought and values.

Key points

  • As AI spreads rapidly, basic education must change too.
  • Rote learning cannot outperform ChatGPT.
  • AI education should begin in primary school, not university.
  • Help children enjoy learning, learn in diverse ways, and explore independently.
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Full text — English translation

[Family passage omitted] First, as AI rapidly becomes part of everyday life, I think the most basic education must change too. ChatGPT learns information from around the world through immense quantities of text. If Taiwan’s basic education still force-feeds children knowledge through large volumes of text in the old rote-learning style, I worry. Using the same rote-learning approach, you cannot possibly beat ChatGPT; AI could replace you at any moment in the future. Education about and understanding of AI must not wait until university. The government may be investing heavily in higher education and industry, but with the AI wave, I think education starting in primary school matters more. Move beyond one-dimensional text-based rote learning and guide children toward a more rounded understanding of the world. I hope the Ministry of Education will reconsider how to develop the talent the future needs: helping children in Taiwan enjoy learning, learn in diverse ways, explore independently, and build coherent systems of thought and frameworks of values.

These articles are personal notes, book excerpts, and collected reprints. Figures and events reflect the time of the original publication, are not current information, and do not constitute investment advice.

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