Generative AI drug design powered by first-principles target modeling, automated in vitro validation, and minimization of adverse effects through proprietary, knowledge-based metabolic and off-target databases. 3MAGIS's AI-powered tools, based on first principles, revolutionize the current drug discovery process with a focus on minimizing toxicity and side effects. Real-world validation through in-vitro feedback ensures the reliability