AI integration in bioactive-oriented research: Discovery, development, and design for pharmaceutical and medical applications

offers unprecedented speed, precision, and scalability.In an era where traditional drug discovery pipelines are often costly and time -consuming, AI-driven approaches provide a promising paradigm shift for this case (Vamathevan et al., 2019;Schneider et al., 2020).