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April 23, 2026

LinkedIn

Frontier AI Apps Need Human Language

Frontier AI apps still feel too much like products built by and for technical early adopters.

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Frontier AI apps still feel too much like products built by and for technical early adopters.

I was doing a routine second brain task and got asked to reason about raw Google Drive query syntax, permissions logic, and file IDs. That is not a realistic interface for most people.

Raw Google Drive query permission dialog

If the model is intelligent enough to generate the query, it should also be intelligent enough to translate it into a normal question:

Do you want me to search Google Drive for your April 20 action items note?

Show the raw query for people who want it. But default to human language.

Until AI apps hide more of the system complexity, they will stay impressive to experts and inaccessible to everyone else.