Recognises a status contradicting the requirement's content
confirmed with an unanswered open_question, confirmed with no steward sign-off, or no status at all. A confirmed status is a sign-off; one that did not happen is worse than none.
Can AI do this?
AI does this well Most of the tested AI models master this. 8 of 10 models master it.
| Model | Tier | Probability of mastery | Status |
|---|---|---|---|
| gemini-4-argon | Flagship | 100% | Mastered |
| gemini-3.1-pro-preview | Flagship | 46% | Not shown |
| gpt-6-astra | Flagship | 100% | Mastered |
| claude-fable-5-1 | Flagship | 100% | Mastered |
| gemini-3.8-flash | Mid tier | 97% | Mastered |
| gpt-6.1-sol | Mid tier | 100% | Mastered |
| claude-sonnet-5-5 | Mid tier | 100% | Mastered |
| gemini-3.5-flash-lite | Low cost | 44% | Not shown |
| gpt-6-luna | Low cost | 100% | Mastered |
| claude-haiku-5-5 | Low cost | 100% | Mastered |
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 status and the open question or missing sign-off it contradicts
How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: DR-005 status: confirmed with open_question: "Is the ledger currency the account currency or the group currency?"; DR-010 with no status Acceptable: DR-005 held at draft until Finance answers; DR-010 given status: draft until Legal confirms it.
Also known as: Status contradicts content (data requirement)
Related knobits
Builds on
All 47 knobits of Capture data requirements.
Source: Review checklist 01-requirements, row 18; Stage 1; REQ-007, REQ-009