LLM healthcare Advancing Healthcare AI: The Crucial Role of LLMs in Generating Privacy-Preserving Clinical Data Explore how Large Language Models (LLMs) are evaluated for fidelity, diversity, and privacy to generate synthetic clinical data, boosting AI development in mental health while ensuring patient confidentiality.
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.
