The American Psychological Association and OpenAI are developing evidence-based safeguards for AI use in youth mental health. This collaboration focuses on creating guidance and resources to prevent harm. The effort is incremental. Practitioners should watch for specific clinical frameworks that emerge from this partnership to ensure safe deployment in pediatric care.