"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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LLMs make starting by working on something you care about much more viable. Will it be easy? Will it do all the work for you? No, not really. Will you have to learn more technical aspects along the way? Undoubtedly. But you will be doing something that you give a shit about.
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