Pedagogy, Integrity & Learning Outcomes

Academic boundaries, scaffolding vs. substitution, faculty authority.

• Boundaries between legitimate agent use and academic misconduct.
• Effects on learning, critical thinking, and skill development — scaffolding vs. substitution.
• Faculty authority and control over agent use in courses.
• Assessment redesign implications.
• Student agency and literacy in directing or critically evaluating agent outputs.