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arXiv:2601.00856cs.AI

Comment on: Your Brain on ChatGPT: Accumulation of Cognitive Debt When Using an AI Assistant for Essay Writing Tasks

Milos Stankovic, Ella Hirche, Sarah Kollatzsch, Julia Nadine Doetsch

Abstract

Recently published work titled Your Brain on ChatGPT: Accumulation of Cognitive Debt When Using an AI Assistant for Essay Writing Task by Kosmyna et al. (2025) has sparked a vivid debate on the topic of artificial intelligence (AI) and human performance. We sincerely congratulate Kosmyna et al. for initiating such important research, collecting a valuable dataset, and establishing highly automated pipelines for Natural Language Processing (NLP) analyses and scoring. We aim to provide constructive comments that may improve the manuscript's readiness for peer-reviewed publication, as some results by Kosmyna et al. (2025) could be interpreted more conservatively. Our primary concerns focus on: (i) study design considerations, including the limited sample size; (ii) the reproducibility of the analyses; (iii) methodological issues related to the EEG analysis; (iv) inconsistencies in the reporting of results; and (v) limited transparency in several aspects of the study's procedures and findings.

arXiv comments
Comment on arXiv:2506.08872
Journal reference
DOI
Subjects
cs.AIArtificial Intelligence

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Linked by 2 identifiable commenters in 2 comments across 2 threads, from Jan 2026 to Aug 2026.

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Discussed in comments2 threads

  1. No AI Fridays 1 comment
    • The problem with this site is that the studies it cites don't match the conclusions it draws. "Accumulate cognitive debt": The paper is a preprint, isn't peer reviewed, and has already had a rather blistering critique (https://arxiv.org/abs/2601.00856) that raises concerns about…

      kstenerudView on HNParent context

    • I think it's worth looking at this commentary on the study: https://arxiv.org/pdf/2601.00856. It aligns with a lot of our intuitions, but the study should definitely be taken with a grain of salt.

      lukeinator42View on HNParent context

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