Recognises a data principle with no owner
Nobody interprets the principle when a case is unclear, so every unclear case goes to the council.
Can AI do this?
Not settled yet The benchmark tested this, but the models' answers do not settle yet whether they master it. 0 of 4 models in the current benchmark master it.
| Model | Tier | Probability of mastery | Status |
|---|---|---|---|
| gemini-4-argon | Flagship | 57% | Not shown |
| gemini-3.5-flash-lite | Low cost | 43% | Not shown |
| gpt-6-luna | Low cost | 59% | Not shown |
| claude-haiku-5-5 | Low cost | 58% | 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 principle and the owner to appoint
How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: DP-006 Fix data at source, owner: null Acceptable: owner: RO-009; the DMO answers interpretation questions
Also known as: Principle with no owner
Related knobits
Builds on
- G-151 Explains the evaluate-direct-monitor model of data governance
- G-153 Explains the structure of a data principle
All 25 knobits of Set the data strategy and principles.
Source: Review checklist 01-strategy-principles, row 10 (38505 responsibility principle; DCAM-1)