Every AI feature spec I review now has to answer:

Every AI feature spec I review now has to answer: 1. How does the user know this was AI-generated? 2. How do they correct it? 3. What's the cost of a wrong answer, and do we gate on confidence? 4. What do we log so we can debug it later? If you can't answer these, the feature isn't ready, however good the demo looks.