This topic covers two related but distinct areas: clinician‑focused large language model (LLM) platforms—exemplified by Gemini Coach and ChatGPT for Clinicians—and AI health‑coaching tools that train communication, language and patient‑facing skills. Clinician LLMs aim to assist workflow tasks such as structured charting, evidence retrieval, care‑plan drafting and point‑of‑care question answering, while AI coaching products use role‑play, real‑call analysis and writing feedback to improve conversations, adherence counseling and health literacy. Why it matters in 2026: health systems continue to balance clinician burnout, documentation burden and the need for safer, more equitable patient communication. Advances in multimodal LLMs, tighter EHR integrations, on‑premise deployment options and growing regulatory focus on clinical validation have made clinician LLMs operationally relevant. At the same time, specialized coaching tools are being used to train clinicians and patients on high‑stakes conversations, language access, and counseling techniques—reducing miscommunication and improving outcomes. Key tools and roles: Gemini Coach and ChatGPT for Clinicians represent clinician‑oriented LLM assistants designed for workflow integration, clinical context awareness and provenance controls. Complementary coaching products include Gleo AI (role‑play conversation coaching), Lingloop (video‑based English coaching and pronunciation feedback), Clarito (real‑time writing coaching), Khanmigo (tutoring and structured learning), and UpSpeak (age‑appropriate speaking confidence for youth). Each focuses on communication skill development rather than direct clinical decision making. Current considerations: evaluate models for clinical accuracy, hallucination mitigation, privacy/HIPAA compliance, interoperability (FHIR/EHR), user experience, and evidence from independent validation. The pragmatic approach is to match clinician LLMs to workflow needs and use coaching tools to strengthen communication skills that LLMs can amplify but not replace.