I think LLMs make finding information and learning way more accessible. Even with realistic expectations it already is a revolution for literacy, education, and search. LLMs are a massive achievement that would be celebrated appropriately if only the public wasn't introduced to them during global political/economic crises encouraging grifters and authoritarians muddying the waters.
To be clear, hiring at scale is a sorely needed step. Software is just like any other form of writing. It carries weight and needs cultural and community context to work. We have needed way more technical literacy for decades to make this digital always-on world work. I think most would at least agree that LLMs bridge knowledge gaps. They're a net good thing despite the current abuse by bad actors.
New jobs are new jobs. The catch is these new jobs that lean heavily on AI will be a race to the bottom regarding pay. There are so many people with their own special interests that thus far never had a chance to contribute without coding skills. I don't mean that in a sinister way, but it makes total sense that we'd continue to see the rest of society find their way into the decision making. Right now we have a ton of lower priority stuff that never gets implemented because it's not part of the MVP. We also have codebases not as modular and robust as they should be behaving as platforms.
It also makes total sense this is a nightmare for those people who were most loudly proclaiming we'd replace white collar jobs. They showed their cards too early and will have the mob coming after them.
Code is meant to be shared and collaborated on. That was always where the value came from. There's a lot of untapped potential when truly anyone can write their plugins and build communities. This is really is like the early internet era repeating itself, but reaching way deeper this time.