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

Full text — English translation
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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