Calculators are mostly deterministic and AI is explicitly not.

When computers give different answers to the same questions it's a fundamental shift in how we work with them.

That's a great analogy. I recently read about integrating AI similar to the use of calculators in math class -- learn how to do the basic operations first +,-,/,* and then use calculator to scale so you get some theoretical grounding

Accurate. It's autocomplete on steroids.