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As large language models continue to automate significant portions of software development, the nature of computer science itself is beginning to shift. For decades, much of the industry focused on manual coding, frameworks, and application-level engineering. But when AI systems can generate large amounts of functional code, the competitive advantage moves elsewhere. Increasingly, the most valuable skills lie in theoretical understanding, mathematical reasoning, and systems-level thinking. This
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