Culture Magazine

Agentic Coding is Neurosymbolic AI

By Bbenzon @bbenzon

Why do coding agents work so well and what would it take to replicate their success in other domains? One important and under-appreciated reason is that agentic coding is a type of neurosymbolic AI.
The main weakness of LLMs is that they are statistical machines and struggle at…

— Arvind Narayanan (@random_walker) February 2, 2026

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