Recognises a profile missing a known population
The sample excludes a population the mapping will receive.
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 | 98% | Mastered |
| gemini-3.5-flash-lite | Low cost | 72% | Not shown |
| gpt-6-luna | Low cost | 68% | Not shown |
| claude-haiku-5-5 | Low cost | 98% | 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 missing population and a full profile
How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: Profile on active loans only; closed and written-off loans excluded Acceptable: Full extract, or the missing population named
Also known as: Profile missing a known population
Related knobits
Builds on
All 13 knobits of Analyse and profile the sources.
Source: Review checklist 01-source-analysis, row 6 (DMBOK ch. 13)