Researcher Kaisa Kärki from the Institute for Theoretical Philosophy has published a paper in the journal Human Affairs titled 'Who Should Be Held Responsible for Coping with Professional Skill Degradation?'. The study highlights that reliance on AI tools by professionals, including doctors and researchers, can lead to a gradual decline in their core competencies.
Kärki notes that this degradation is difficult to detect due to cognitive biases that cause users to over-rely on large language models. The research suggests that because these errors are often subtle, responsibility for mistakes caused by AI-induced skill loss remains a complex philosophical and structural issue rather than an individual one.
The paper proposes several measures to mitigate these risks. These include establishing AI-free training phases for foundational skills, implementing regular core competency assessments for experienced professionals, and introducing regulations for AI usage in sectors critical to society.
The author warns that without proactive intervention, industries risk losing the ability to train new personnel independently. The study urges professional communities to define essential human-led skills and ensure practitioners remain capable of performing their duties without technological assistance.






