Artificial intelligence is transforming every corner of healthcare, and nowhere is this shift more profound than in Modern Drug discovery. As researchers continue to face rising costs, lengthy development timelines, and complex biological challenges, AI offers a means to accelerate progress while maintaining scientific rigor. Although the pharmaceutical industry has traditionally required years to bring a new therapy from concept to patient, AI-driven tools now analyze vast