Automating Routines, Elevating Insights For generations, education and professional expertise have been among the most reliable paths to economic opportunity. The social formula seemed straightforward and predictable: learn valuable skills, gain specialized credentials, and build a sustainable career. Today, however, rapid advancements in artificial intelligence are beginning to challenge the core assumptions behind that long-standing formula. As AI systems become increasingly capable of performing complex cognitive tasks, workers across a wide range of industries are asking the same fundamental question: How will AI reshape the future of work? For many individuals, this broad economic question eventually sharpens into a much more personal and urgent anxiety: Will AI eventually take my job? The concern is no longer confined to tech circles; it appears everywhere in daily life. Students at universities wonder whether the specific degrees they are studying for today will still be relevan...