"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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The price of inference has dropped sharply in even just the past six months, and open-weight models are putting pressure on OAI/Ant to keep costs down. I don't expect that to continue indefinitely, but inference is indisputably getting cheaper right now.
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