Even if one accepts the framing (I don’t), LLMs are far from the first step.
The article is about questioning “inevitabilism”! To do that, we need to find anchoring and assuming the status-quo. Think broader: there are possible future scenarios where people embrace unambiguous methods for designing computer programs, even business processes, social protocols, governments.