I told a room they had to understand where their AI answers came from. Then someone asked where my favorite line came from, and I had no answer. What understanding means when AI does the thinking, and four checks that scale with the stakes.
An accountant, a 10-key calculator, and the night Excel landed on her desk. Plus the job AI experts said would disappear first, and what actually happened to it. An honest answer to "will AI take my job?"