Recognises a sharing purpose missing or wider than the data
Purpose missing or so broad it justifies anything.
Can AI do this?
AI does this partly Some of the tested AI models master this; others do not show it. 2 of 4 models in the current benchmark master it.
| Model | Tier | Probability of mastery | Status |
|---|---|---|---|
| gemini-4-argon | Flagship | 91% | Mastered |
| gemini-3.5-flash-lite | Low cost | 91% | Mastered |
| gpt-6-luna | Low cost | 89% | Not shown |
| claude-haiku-5-5 | Low cost | 89% | Not shown |
Mastered means a probability of at least 90% that the model has this knobit, estimated from its graded answers. “Not shown” means the answers do not settle it either way. How the models are tested.
What it looks like in practice
Expected result: The purpose stated narrowly enough to test elements against
How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: DA-002 purpose "analytics" Acceptable: "Monthly category spending summaries for customers who opted in"
Also known as: No purpose, or one wider than the data
Related knobits
Builds on
- N-551 Explains the content of a data sharing agreement
- O-1904 Explains purpose limitation, minimisation and storage limitation
All 14 knobits of Agree data sharing.
Source: Review checklist 05-data-sharing-agreements, row 1 (DMBOK; GDPR 5(1)(b))