Decide when your AI use needs disclosing
Your task
Your team has no written rule on disclosing AI help. In one sprint, you used an assistant 4 ways:
- It wrote a throwaway Python script that backfilled one column, once.
- It wrote a non-trivial concurrency change in your Java payment service.
- It suggested the wording of a customer-facing error message.
- It drafted a design doc that you then rewrote heavily.
For which of these does disclosure matter, and what principle decides?
It covers
- Disclosure
- Professional norms
- Judgment