This article clarifies the distinctions and overlaps between Artificial Intelligence (AI) and Machine Learning (ML), providing a comprehensive overview of both technologies. It discusses the evolution, types, and applications of AI and ML, emphasizing their real-world implications, industry use, and societal impacts. Additionally, the piece addresses the ethical challenges and future trends of AI and ML, highlighting their continuous transformation of technology and everyday life.