LLMs are less replacing the need for log tables, and more replacing the need to understand why you need a log table. Less replacing a calculator and more replacing the fundamental understanding of math. Sure, you could argue that it doesn't matter if people know math, and in the end you might be right. But given that ChatGPT can and will spit out random numbers instead of a real answer, I'd rather have someone who actually understands math be designing buildings, people who actually understand anatomy and medicine being surgeons. Sure, a computer science guy cheating with ChatGPT through school and his entire career probably won't be setting anyone back other than himself and the companies that hire him, but they aren't the only ones using the "shortcut" that is ChatGPT
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