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Cognitive Skills in the Age of AI: Computing Students and Experts Perceptions

arXiv 2609.31272 ↗First posted 25 Sep 2026cs.HC cs.AIcited by 0

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Abstract (arXiv)

AI is becoming increasingly integrated into daily workflows, especially in computing. We are gradually shifting towards an AI-rich future, an impending yet unknown one. One important emerging concern is whether we are accordingly preparing our future computing workforce. Further, we need to know what the important cognitive skills are to remain relevant in the computing workforce and if there are changes in cognitive skill importance. To investigate this direction, we conducted a mixed-methods study, collecting perceptions from computing students and computing experts regarding the importance of cognitive skills in the past, present, and future. We report that the perceived importance of most cognitive skills will decrease in the future, with an AI-rich environment, but critical thinking skills remain important. Further, we report reasons collected through interviews on why the importance of cognitive skills will change and how future computing students can prepare for it.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 3 of its 13 references that are in the map. First posted on arXiv 25 Sep 2026.

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References · 3

  1. 2023Generative AI in Computing Education: Perspectives of Students and Instructorscited by 17
  2. 2026Trust and Reliance on AI in Education: AI Literacy and Need for Cognition as Moderatorscited by 3
  3. 2025How do Software Engineering Candidates Prepare for Technical Interviews?cited by 2

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