Many have already touched on this, but you hit the nail on the head with the third paragraph. Always smart to prepare but any attempt to use this to reduce workers will go horribly. Saving isn’t crazy in this regard but wouldn’t plan on it being long term until LLMs can become less expensive, have better reasoning and most importantly have at all better performance on longer context windows without impact on performance. These aren’t easy solves, they brush up on fundamentals limits of the tech
Communism is a form of socialism. If you think socialism is a single ideology, then you’ve only read the spark notes for either.