[skeledrew]

> For true natural language programming we'd need to develop a language for reliably describing programs

We really don't. Eventually we won't even be programming anymore per se. Consider communicating with someone who isn't fluent in any language you know, and vice versa. In the beginning you need to use a pretty restricted vocabulary set so you understand each other, similar to a programming language. But over time as communication continues, that vocabulary set grows and things become increasingly "natural", and it's easier for you to "program" each other.

Same with LLMs. We just need to get to the point where a model has sufficient user context (as it already has all the vocabulary) for effective communication. Like OpenClaw is currently accessing enough context for enough use cases that its popularity is through the roof. Tell it to do something, and as long as it has access to the relevant tools and services, it just gets it done. All naturally.