That describes a limitation of computers (and current interfaces to them) though.
Requiring humans to describe stuff "unambiguosly" is the easy cop out to that.
Getting computers to handle the ambiguity and resolve it as good as humans is what would be really amplifying. LLMs are a good step to that, compared to a regular programming language/interface.
It's also a limitation of human-human communication, and why nation's have ambassadors (who presumably have a shared context from which to start from when dealing with a foreign nation).
Requiring humans to describe stuff "unambiguosly" is the easy cop out to that.
Getting computers to handle the ambiguity and resolve it as good as humans is what would be really amplifying. LLMs are a good step to that, compared to a regular programming language/interface.