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Start with a question, browse a theme or follow a reading route. Our notes explain why a source is worth reading and where its limits lie. We also include work that challenges the ideas we explore.

English reading notes. Original publications in their available languages.

Publication details and links are reproduced from the shared KopKen catalogue. These English notes are AI-assisted editorial adaptations of the Dutch notes, not a new independent review of every full text. Missing bibliographic details are marked as not recorded.

The reading library

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208 sources · 9 themes · 20 starting points

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1 sources found · page 1 of 1

205 of 208 English notes match this catalogue edition

ArticleStarting point

AI help with mathematics: what can you do afterwards?

A field experiment examines pupils' performance on mathematics tasks with AI assistance and what they can subsequently do without it.

Why read it?

Helps distinguish good performance with AI from what a pupil has learned independently.

Keep in mind

Read the published correction, DOI 10.1073/pnas.2518204122. The conclusions depend on the setting and form of AI support studied.

Reference details

Title as recorded: Generative AI without guardrails can harm learning: Evidence from high school mathematics

Author(s): Hamsa Bastani; Osbert Bastani; Alp Sungu; Haosen Ge; Özge Kabakcı; Rei Mariman · Year: 2025

Publication / host: National Academy of Sciences
Source language: English

DOI: 10.1073/pnas.2422633122

KP-R-ECD5C00B1267

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