Recognises conflicting data requirements
Two requirements that cannot both be met, or that give the same thing two different values, units or sources. Usually a missing condition or scope.
Can AI do this?
People still lead Few or none of the tested AI models showed they master this. 0 of 10 models master it.
| Model | Tier | Probability of mastery | Status |
|---|---|---|---|
| gemini-4-argon | Flagship | 72% | Not shown |
| gemini-3.1-pro-preview | Flagship | 38% | Not shown |
| gpt-6-astra | Flagship | 39% | Not shown |
| claude-fable-5-1 | Flagship | 37% | Not shown |
| gemini-3.8-flash | Mid tier | 38% | Not shown |
| gpt-6.1-sol | Mid tier | 38% | Not shown |
| claude-sonnet-5-5 | Mid tier | 38% | Not shown |
| gemini-3.5-flash-lite | Low cost | 42% | Not shown |
| gpt-6-luna | Low cost | 37% | Not shown |
| claude-haiku-5-5 | Low cost | 39% | 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 conflicting pair and the condition or scope reconciling them
How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: DR-010 "keep closed payment records for seven years" and a privacy requirement "delete a counterparty's personal data on request" Acceptable: Both kept, with the condition that reconciles them written into each: personal data not needed for the statutory record is erased on request; the rest is kept for seven years and then erased.
Also known as: Conflict (data requirement)
Related knobits
Builds on
All 47 knobits of Capture data requirements.
Source: Review checklist 01-requirements, row 23; 29148 5.2.6 (consistent)