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Nerd: A language for LLMs, not humans

nerd-lang.org

61–70 of 110 posts

Re: Nerd: A language for LLMs, not humans

#61
> You debug at your abstraction layer. If that layer is natural language, debugging becomes: "Hey Claude, the login is failing for users with + in their email."

That sounds like step 2 before step 1. First you get complains that login in doesn’t work, then you find out it’s the + sign while you are debugging.

Re: Nerd: A language for LLMs, not humans

#62

I was going to try and resist posting for as long as possible in 2026 (self dare) and here I am on day 1 -- this is a pretty bad idea. are you going to trust the llm to write software you depend on with your life? your money? your whatever? worst idea so far of 2026. wheres the accountability when things go wrong?

LLMs are doing for ideas what social media did for opinions.

Re: Nerd: A language for LLMs, not humans

#63
Ironically the getting started guide (quite long) is still to be executed by a human, apparently. I'd expect an LLM first approach, such as, "Insert this prompt into Cursor, press Enter and everything will be installed, you'll see Hello World on your screen".

Re: Nerd: A language for LLMs, not humans

#64
The space separated function call examples could do with a 2+ary example i think. How do you do something like pow(x+y,1/z)? I guess it must be "math pow x plus y 1 over z"? But then, the sqrt example has a level of nesting removed, and perhaps that's supposed to be generally the case, and actually it'd have to be "math pow a b" amd you need to set up a and b accordingly. I'm possibly just old fashioned and out of touch.

Re: Nerd: A language for LLMs, not humans

#66
post #41

Feels like a dead end optimisation ala the bitter lesson. No LLM has seen enough of this language vs. python and context is now going to be mostly wordy not codey (e.g. docs, specs etc.)

I suspect this is wrong. If you are correct, that implies to me that LLMs are not intelligent and just are exceptionally well tuned to echo back their training data. It makes no sense to me that a superior intelligence would be unable to trivially learn a new language syntax and apply its semantic knowledge to the new syntax. So I believe that either LLMs will improve to the point that they will easily pick up a new…

I don't think your ultimatum holds. Even assuming LLMs are capable of learning beyond their training data, that just lead back to the purpose of practice in education. Even if you provide a full, unambiguous language spec to a model, and the model were capable of intelligently understanding it, should you expect its performance with your new language to match the petabytes of Python "practice" a model comes with?

Re: Nerd: A language for LLMs, not humans

#67

Creator here. This started as a dumb question while using Claude Code: "Why is Claude writing TypeScript I'm supposed to read?" 40% of code is now machine-written. That number's only going up. So I spent some weekends asking: what would an intermediate language look like if we stopped pretending humans are the authors? NERD is the experiment. Bootstrap compiler works, compiles to native via LLVM. It's rough, probably…

I like the idea, but this is going be a very very long journey to develop a completely new machine-friendly language like this while LLMs still have many limitations now.

Re: Nerd: A language for LLMs, not humans

#69

Creator here. This started as a dumb question while using Claude Code: "Why is Claude writing TypeScript I'm supposed to read?" 40% of code is now machine-written. That number's only going up. So I spent some weekends asking: what would an intermediate language look like if we stopped pretending humans are the authors? NERD is the experiment. Bootstrap compiler works, compiles to native via LLVM. It's rough, probably…

> "Why is Claude writing TypeScript I'm supposed to read?" 40% of code is now machine-written. That number's only going up. How much of the code is read by humans, though? I think using languages that LLMs work well with, like TS or Python, makes a lot of sense but the chosen language still needs to be readable by humans.

Why do people keep saying LLMs work well with high level scripting languages?

I've never had a good result. Just tons of silent bugs that are obvious those experienced with Python, JS/TS, etc. and subtle to everyone else.

Re: Nerd: A language for LLMs, not humans

#70

Creator here. This started as a dumb question while using Claude Code: "Why is Claude writing TypeScript I'm supposed to read?" 40% of code is now machine-written. That number's only going up. So I spent some weekends asking: what would an intermediate language look like if we stopped pretending humans are the authors? NERD is the experiment. Bootstrap compiler works, compiles to native via LLVM. It's rough, probably…

I love the idea! I’m glad you did this.

What about something like clojure? It’s already pretty succinct and Claude knows it quite well.

Plus there are heavily documented libraries that it knows how to use and are in its training data.

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