The American Psychological Association and OpenAI are collaborating to create evidence-based safeguards for AI use in youth mental health. The partnership focuses on developing guidance and resources to ensure responsible deployment. This incremental effort targets the intersection of behavioral health and LLMs. Practitioners should watch for specific clinical guardrails resulting from this research.