Generative AI is transforming drug discovery by reducing lead compound identification timelines from years to weeks. Platforms like Pitchworks' enable rapid molecule generation, multi-objective optimization (potency, ADMET, feasibility), and real-time feedback through active learning. This human-AI collaboration accelerates R&D, lowers costs, and boosts precision—making drug development faster, smarter, and more scalable than ever before.