this post was submitted on 26 Aug 2025
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Programming isn't about syntax or language.
LLMs can't do problem solving.
Once a problem has been solved, the syntax and language is easy.
But reasoning about the problem is the hard part.
Like the classic case of "how many 'r's in 'strawberry'", LLMs would state 2 occurrences.
Just check googles AI Mode.
The strawberry problem was found and reported on, and has been specifically solved.
Promoted
how many 'r's in the word 'strawberry'
:Prompted
how many 'c's in the word 'occurrence'
:So, the specific case has been solved. But not the problem.
In fact, I could slightly alter my prompt and get either 2 or 3 as the answer.