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?

/ \ and ⁄ / | \

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.

+ for

Pia26559 Curiositys First 360 Degree View Of Boxwork Patterns - NASA Jet Propulsion Laboratory (JPL) (.gov)

plus(a, b) for(i, 1, x, […])

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”.

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

What does the Turkish word çıplak mean?

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

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

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

Does Trump have the authority to order U.S. strikes on Iran? - PBS

NOT DATA … BUT MEANING!

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

in structures, such as:

How can one select funeral songs that truly celebrate the essence of a loved one’s life while providing comfort to attendees?

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.