This study explores the integration of artificial intelligence (AI) as a contemporary problem-solving approach in mechanical engineering. Beginning with an overview of artificial intelligence, the paper delves into its applications within various industries, focusing on its impact. By drawing insights from recent literature, the study examines how AI technologies have reshaped problem-solving methodologies. Through a detailed exploration of current studies and advancements, the research highlights AI's role in enhancing efficiency, precision, and innovation in processes. Ultimately, the paper aims to provide a comprehensive understanding of artificial intelligence's significance in modern problem-solving strategies employed within the mechanical engineering domain.