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: 28.06.2025 06:08

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”.
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.
i.e. “operator like things” at the nodes …
Why is Roblox so laggy it’s unplayable? My computer is fine and the internet is great.
a b i 1 x []
Most coding assistants — with or without “modern “AI” — also do reasoning and manipulation of structures.
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.
What are the best recruiting tools available besides Linkedin and job boards?
+ for
in structures, such as:
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
Pacers’ Tyrese Haliburton stuns Thunder in last second to open NBA Finals - The Washington Post
A slogan that might help you get past the current fads is:
plus(a, b) for(i, 1, x, […])
Another canonical form could be Lisp S-expressions, etc.
Measles confirmed in Colorado Springs, public asked to watch for symptoms - KKTV
/ \ and ⁄ / | \
NOT DATA … BUT MEANING!