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bolt AI and tech · 2 min

AI hides skill decay in doctors, researchers and developers

Researchers say AI use causes 'deskilling' professionals often miss. The study raises who is responsible and which skills must stay human.

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flash_on In 20 seconds

groupsWho uses AI

Doctors, researchers and software developers rely on AI in their work.

warningDeskilling

Outsourcing tasks to AI causes professional skills to deteriorate.

lightbulbHard to spot

Biases make AI outputs seem convincing, so mistakes go unnoticed.

gavelResponsibility murky

Standard theories tie blame to awareness; deskilling challenges that view.

2026year of publication

Based on a report by Kaisa Kärki in Human Affairs. Kärki says AI assistants prompt doctors, researchers and developers to outsource tasks, producing deskilling. Professionals often fail to notice this because AI responses appear convincing yet sometimes contain errors.

Kärki argues responsibility is unclear under standard theories that link blame to awareness. She calls the problem societal and structural. Professional communities should pinpoint core human skills and include AI-free training stages, echoing pilot and medical training examples.

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diagnostic reasoning is a skill central to medical practice

Phys.org
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help What is not known yet

forum Frequently asked questions

Which professions are affected?expand_more

The article names doctors, researchers and software developers as relying on AI.

Why do professionals not notice deskilling?expand_more

Biases make AI outputs seem convincing, and large language models can still produce mistakes.

Who is responsible for mistakes from deskilling?expand_more

There is no single answer; Kärki says standard responsibility theories tied to awareness are challenged and the issue is societal.

Are there suggested ways to stop deskilling?expand_more

Kärki suggests communities identify core skills and include AI-free training stages, as in pilot and medical examples.

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How we work: only facts that appear in the cited sources; quotes checked word for word; no opinion and no predictions. Written with the help of artificial intelligence and reviewed by automatic rules.