According to Andrej Karpathy (@karpathy), knowledge enhances the beauty of the world, highlighting the pivotal role of AI in transforming industries through advanced data understanding and application (source: Twitter, July 6, 2025). Recent advancements in knowledge-driven AI, such as natural language processing and generative AI, are enabling businesses to extract actionable insights from complex data, streamline operations, and create new revenue streams. Companies leveraging AI for knowledge management are seeing increased productivity, improved decision-making, and competitive advantages in sectors like healthcare, finance, and manufacturing (source: Gartner, 2025). This trend underscores the growing importance of integrating knowledge-based AI solutions to drive innovation and business growth.