Enhancement and Assessment in the AI Age

Academic Insights

• Learning increasingly occurs through human–AI collaboration.
• The extended-mind perspective reframes assessment in AI-rich contexts.
• Fully AI-free assessment is becoming unrealistic.
• What matters is how tools are used, not tool avoidance.
• Assessment must value contribution, judgment, and interpretation.

Apply This Now

• Assess how students use tools, not just what they submit.

Add This in Your Lesson

• Include reflective prompts on human–AI decision making.

Avoid This Mistake

• Designing assessments as if AI does not exist.

Keywords

Extended mind; Human-AI collaboration; Future assessment