In the past, drug discovery was often celebrated as a triumph of persistence and serendipity, relying on the labor-intensive screening of thousands of natural compounds to find a single "magic bullet." However, the rapid integration of Artificial Intelligence (AI) and Machine Learning (ML) has sparked questions about…