Irreducibly human

There is a class of intelligence the AI era most urgently requires and least reliably teaches. Not pattern retrieval. Not syntactic correctness. Not code generation. Machines are superhuman at these, and the gap will not close.

What goes untaught is harder to name and harder to automate: the capacity to hear the wrong note before verification, to decide what the mission is before the tools are deployed, to supply meaning and accountability to an output that cannot supply them for itself.

These are not soft skills. They are the cognitive capacities that allow a person to use a powerful tool rather than be used by it. Bear Brown calls them irreducibly human — not because machines will never approximate them, but because accountability for them cannot be delegated. Someone must sign their name to the consequence. That someone is you.