Comment by kukkeliskuu

> But what really gets me is the model often tries to make assumptions for me that I didn't specify in the prompt.

When the LLM writes a description of a codebase, you are doing transformation from more semantic meaning to less semantic meaning, and you by definition lose some details.

When you go from requirements to code, transformation is from from less semantic meaning to more semantic meaning. The the missing semantic meaning has to be invented. When inventing the missing semantic meaning, the success depends on what the LLM has trained on.