"LLMs can help non-programmers with no technical background get a foothold in doing something that used to require a LOT of technical knowledge to get started in, putting them in a better position to learn the technical stuff over time by providing a less steep learning curve" feels uncontroversial?
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As evidence of this I would point to the many game designers who either cannot program or struggle to do so, and the legion of expert programmers who could not design a game to save their lives.
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