​PERFECT PORTFOLIO

• Issue: Lack of Transparency. The student presents AI-enhanced creations as original work, misrepresenting their abilities.

• Safeguard: Training/Awareness Activities. Teach disclosure ethics, requiring students to label AI-assisted projects appropriately.

• Risk Level: High Risk. Deception in scholarship or evaluation settings has serious academic and ethical implications.

• Decision: Mitigate. Reinforce transparency policies and integrate reflective statements in portfolios explaining how AI was used.