So LLMs have sweated to debug a production issue, got to the bottom of it, realised it is worth having more unit tests so values that and then produces a solution that has more unit tests. So when you ask the LLM to write code it is opinionated and always creates a test to go with it?
I don't know how your comment relates to our comments above. I took the original comment to mean that the poster believes LLMs cannot come up with novel solutions they have never seen before. It has been proven again and again that they absolutely can solve original problems and come up with solutions that were not in their training data.
Yeah, I’m saying that I expect us to have a world where we can cram almost all business knowledge into the context window for coding LLMs and we can get an early glimpse of that today by pasting in the full contents of 50+ files into Gemini 2.5 and only using 10% of its context window today, which is the worst it’ll ever be.