Unveiling the generative power: an introduction to generative AI algorithms and their evolution
R. Suganya, Abhiram Sharma, Saksham Anand, Vijayalakshmi Ramasamy · 2025
Artificial intelligence (AI) has become a significant transformative force for its well-established analytical prowess and remarkable ability to create new, original, life-like data. We begin by exploring the fundamental concepts of generative models and contrasting them with traditional discriminative models that dominate AI. This sets the stage for a historical journey of how AI has developed and evolved from a theoretical construct to a reality transforming lives.