The landscape of machine learning is rapidly transforming, with a powerful new paradigm gaining momentum: agentic AI. This isn't just about chatbots or image creators; it's about the emergence of autonomous agents – software programs capable of perceiving their context, formulating plans, and executing actions without constant human intervention.