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 10:37

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?

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”.

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

plus(a, b) for(i, 1, x, […])

"Can God create iron that God cannot bend?" Isn't it unreasonable to ask this about a being believed to have created logic? After all, God can create a logic that we can't understand right now that both are possible at the same time, right?

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

/ \ and ⁄ / | \

a b i 1 x []

How is sex in college like with roommates and big campuses?

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

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

NOT DATA … BUT MEANING!

Do you ever feel like you are doing good, but would do better if people hadn’t blamed you or even bothered you? I have gotten lonely, but I always am up to something (creating my destiny).

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.

in structures, such as:

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.

Do people really have sex with animals?

+ for

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