​AI LANGUAGE BARRIER

• Issue: Lack of Human Oversight. The student relies entirely on translation AI, preventing skill growth and misrepresenting ability.

• Safeguard: Human in the Loop. Teachers and students co-review AI-translated work to support language learning rather than replacement.

• Risk Level: Moderate Risk. Overreliance hinders progress but can be addressed through structured intervention.

• Decision: Mitigate. Encourage gradual reduction of AI support, integrating it as a scaffold—not a substitute—for skill-building.