Which term describes the risk of over-reliance on AI leading to loss of human skills (as per the provided term)?

Which term describes the risk of over-reliance on AI leading to loss of human skills (as per the provided term)?

• A. Skil Atrophy
• B. Feature Importance Scores
• C. Shapley Values
• D. Retrieval Augmented Generation

Answer: (A)

This question is testing the idea of skill erosion due to over-reliance on automated systems. Skill atrophy describes how people’s abilities can decline when AI or automation handle the tasks they used to perform, because they practice them less and rely more on the machine. In risk contexts, this matters because teams might lose critical judgment, manual analysis, or creativity if AI does most of the work, leading to weaker capabilities when human input is needed. The other terms refer to technical aspects of AI rather than the human skill risk. Feature importance scores and Shapley values are methods for explaining why a model makes a certain prediction, not about people’s skills decaying. Retrieval Augmented Generation is a technique for combining retrieved information with generation in a model, again not about human skill loss.

This question is testing the idea of skill erosion due to over-reliance on automated systems. Skill atrophy describes how people’s abilities can decline when AI or automation handle the tasks they used to perform, because they practice them less and rely more on the machine. In risk contexts, this matters because teams might lose critical judgment, manual analysis, or creativity if AI does most of the work, leading to weaker capabilities when human input is needed.

The other terms refer to technical aspects of AI rather than the human skill risk. Feature importance scores and Shapley values are methods for explaining why a model makes a certain prediction, not about people’s skills decaying. Retrieval Augmented Generation is a technique for combining retrieved information with generation in a model, again not about human skill loss.