AI үүсгэсэн I want to show role of collaboration of artificial intelligence (AI) and clinical pharmacology. 4 types of AI natural language processes (NLP)Machine Learning (ML)Deep Learning (DL) and reinforcement learning (RL). Possible applications are of AI in clinical pharmacology are in: 1) Drug discovery and development where it can accelerate the drug discovery predict efficacy and safety of the investigational drugs and improve clinical trial design and patient recruitment by identifying suitable trial participants and optimizing trial protocols 2) Precision Medicine where it can help in Personalized drug dosing and treatment selection and patient stratification and risk prediction 3) in Pharmacovigilance where it can help in Signal detection and adverse event predictionautomated case report analysis and Effective pharmacovigilance decision-making . Other part of figure includes Challenges in implementing integration of AI and clinical pharmacology which includes 1) Data quality and availability as the effectiveness of AI algorithms is largely dependent on the quality and availability of the,input data 2) Algorithm transparency and interpretability 3) Ethicalregulatory and legal challenges 4) Workforce training and adaptation,as the integration of AI into clinical pharmacology requires healthcare professionalsincluding clinical pharmacologiststo acquire new skills and knowledge related to AI technologies Текст эффект