Artificial intelligence (AI) and machine learning (ML) are rapidly transforming the pharmaceutical industry. These technologies are being used to improve drug discovery, development, and manufacturing. In drug discovery, AI and ML are being used to identify new drug targets, design new drugs, and predict the efficacy and safety of new drugs. For example, AI and ML are being used to analyze large datasets of genetic and clinical data to identify new drug targets. AI and ML are also being used to design new drugs that are more likely to be effective and safe. In drug development, AI and ML are being used to optimize the development process. For example, AI and ML are being used to identify the best candidates for clinical trials, design clinical trials, and analyze clinical trial data. AI and ML are also being used to predict the time it will take to develop a new drug and the cost of development. In drug manufacturing, AI and ML are being used to improve the efficiency and safety of...