"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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You cannot seriously believe you will learn more about game design by cloning pong than by taking your own idea for a game, seeing it realized, testing it, and iterating on the design.
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