Not for us, not instead of us — with us. The most consequential shift in artificial intelligence is the one happening inside ordinary conversations, and it needs a social contract.
For all of history, thinking has been expensive. As the marginal cost of a competent answer falls toward zero, every institution built on scarce expertise will have to be rebuilt.
