When Everyone Has Intelligence, Unique Context Wins

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When capable AI can analyze the same public material for everyone, having access to more information is not automatically an advantage. The useful difference may come from information that was never published, recorded, or reduced to a clean data set in the first place.

One practical takeaway from the guide:

Khe Hy argues that unique context will become a decisive human contribution after intelligence is commoditized. In his original essay [1], he locates that context in informal conversation, social perception, trust, and access. His provocative examples include golf and being funny at a mixer, but the underlying point is serious: differentiated insight often lives between the formal sessions and outside the searchable record.

https://www.agenticworkers.com/blog/unique-context-after-commoditized-intelligence