Recognises unaudited steward decisions
Manual merges and overrides leave no trail.
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 | 51% | Not shown |
| gemini-3.5-flash-lite | Low cost | 50% | Not shown |
| gpt-6-luna | Low cost | 52% | Not shown |
| claude-haiku-5-5 | Low cost | 51% | 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 audit fields
How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: audit: none Acceptable: Who, when, what, why for every decision
Also known as: Steward decisions not audited
Related knobits
Builds on
All 13 knobits of Run the stewardship workflow and measure MDM.
Source: Review checklist 05-stewardship-metrics, row 5 (DMBOK)