Mental health AI Advancing AI Safety in Mental Health: The Shift to Real-World Evaluation Explore why real-world conversational data is crucial for evaluating AI safety in mental health support. A study reveals limitations of simulations and highlights the importance of purpose-built, layered AI systems for reliable psychological aid.