Mental health care should reflect the people who need it. That sounds obvious, but in practice, it is still too rare. Too many patients struggle to find help that fits their language, culture, and lived experience, even before they begin to talk about the problems that brought them to therapy in the first place.
That is why the work now underway at Lehigh University matters, especially concerning the project “Culturally Adaptive LLM-Guided Care,” or CALLM-Care, an artificial-intelligence-based training tool designed to help mental health therapists improve how they work with patients from diverse linguistic and cultural backgrounds.
The project will simulate counseling sessions and provide feedback to trainees to help them strengthen their skills before working with real clients…