When AI starts taking actions, developers need to verify direction, scope, reversibility, and responsibility.

For a long time, verifying AI meant checking the answer.

If an AI generated an explanation, we could read it.

If it summarized a document, we could compare it with the original.

If it gave a wrong fact, we could correct it.