In the hierarchy

1. Part II: Societal & Human Concerns
2. D12. Human–Computer Interaction Harms
3. 12.1 Overreliance & de-skilling

Virtues and principles to explore

Held as inquiry, not as a verdict.

• Dignity

  Center principle

  Every person is a protagonist, not a data point.

• Listening

  Trust

  Listen to understand, rather than listen to speak.

• Seeing potential

  Hope

  Ask what people could become with these tools, not whom they replace.

Starter questions

Written to probe curiosity and learning, not accusation.

1. 01Whose experience of Skill atrophy in navigation is not yet in the room — and how would we hear it?
2. 02What is already being done about this, and by whom — and how would we find out without assuming?
3. 03What conversation have we not yet had about this — and who needs to be in it?
4. 04Who is served by addressing this, and who benefits if we leave it unnamed?

Also on this branch

• Automation bias in clinical decisions20
• Automation bias in legal work15
• Skill atrophy in writing12
• Skill atrophy in coding12
• Loss of mental-math and estimation12
• Loss of research literacy12

Frameworks and sources

• NIST AI 600-1 Generative AI Profileframework