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We built LLMs so that you can express your ideas in English and no longer need to code. Also, English is really too verbose and imprecise for coding, so we developed a programming language you can use instead. Now, this gives me a business idea: are you tired of using CodeSpeak? Just explain your idea to our product in English and we'll generate CodeSpeak for you.
This doesn't seem particularly formal. I still remain unconvinced reducing is really going to be valuable. Code obviously is as formal as it gets but as you trend away from that you quickly introduce problems that arise from lack of formality. I could see a world in which we're all just writing tests in the form of something like Gherkin though.
The other piece that has always struck me as a huge inefficiency with current usage of LLMs is the hoops they have to jump through to make sense of existing file formats - especially making sense of (or writing) complicated semi-proprietary formats like PDF, DOC(X), PPT(X), etc.
Long-term prediction: for text, we'll move away from these formats and towards alternatives that are designed to be optimal for LLMs to interact with. (This could look like variants of markdown or JSON, but could also be Base64 [0] or something we've not even imagined yet.)
There you have it: Code laundering as a service. I guess we have to avoid Kotlin, too.
I'm hoping for a framework that expands upon Behavior Driven Development (BDD) or a similar project-management concept. Here's a promising example that is ripe for an Agentic AI implementation, https://behave.readthedocs.io/en/stable/philosophy/#the-gher...
Conceptually, this seems a good direction. The other piece that has always struck me as a huge inefficiency with current usage of LLMs is the hoops they have to jump through to make sense of existing file formats - especially making sense of (or writing) complicated semi-proprietary formats like PDF, DOC(X), PPT(X), etc. Long-term prediction: for text, we'll move away from these formats and towards alternatives that…