What are your thoughts on a future where code is represented as a structured model, rather than text? Do you think that AI-powered coding assistants benefit from that?

Last Updated: 02.07.2025 01:47

What are your thoughts on a future where code is represented as a structured model, rather than text? Do you think that AI-powered coding assistants benefit from that?

i.e. “operator like things” at the nodes …

+ for

Another canonical form could be Lisp S-expressions, etc.

Are there any industries or sectors where ChatGPT is particularly well-suited for implementation?

First, it’s worth noting that the “syntax recognition” phase of most compilers already does build a “structured model”, often in what used to be called a “canonical form” (an example of this might be a “pseudo-function tree” where every elementary process description is put into the same form — so both “a + b” and “for i := 1 to x do […]” are rendered as

Long ago in the 50s this was even thought of as a kind of “AI” and this association persisted into the 60s. Several Turing Awards were given for progress on this kind of “machine reasoning”.

plus(a, b) for(i, 1, x, […])

Atheists who said that reading the Bible made them an atheist, how? Literally there are millions of people who read the Bible daily and still believe in God. So why say that? I mean unless you want to sound smart & edgy

in structures, such as:

NOT DATA … BUT MEANING!

Most coding assistants — with or without “modern “AI” — also do reasoning and manipulation of structures.

Which city should one visit between Nice and Cannes? Why?

/ \ and ⁄ / | \

A slogan that might help you get past the current fads is:

These structures are made precisely to allow programs to “reason” about some parts of lower level meaning, and in many cases to rearrange the structure to preserve meaning but to make the eventual code that is generated more efficient.

Scientists Just Found the Oldest Barred Spiral Galaxy – And It’s a Monster - SciTechDaily

a b i 1 x []

It’s important to realize that “modern “AI” doesn’t understand human level meanings any better today (in many cases: worse!). So it is not going to be able to serve as much of a helper in a general coding assistant.