At this point, I am starting to feel like we don’t need new languages, but new ways to create specifications.
I have a hypothesis that an LLM can act as a pseudocode to code translator, where the pseudocode can tolerate a mixture of code-like and natural language specification. The benefit being that it formalizes the human as the specifier (which must be done anyway) and the llm as the code writer. This also might enable lower resource “non-frontier” models to be more useful. Additionally, it allows tolerance to syntax mistakes or in the worst case, natural language if needed.
In other words, I think llms don’t need new languages, we do.
Go read ai2027 and then be ashamed of yourself /s
But seriously, llms can transmit ideas to each other through English that we do understand, we are screwed if it’s another language lol
Parakeet is pretty good, but there are times it struggles. Would be interesting to see how Qwen compares once Handy has it in.