Assessing the clinical competence of large language models for tobacco use disorder: A multi-domain expert evaluation

All evaluated AI systems demonstrated competence in tobacco-cessation counseling, but GPT-4.5 and Claude 3.5 Sonnet reached performance levels consistent with supervised clinical use and safety-critical scenarios. Clinician oversight remains essential for all medication-based interventions, and open-weight models warrant further validation before consideration for clinical implementation.