Explains the population and timing of a profile
A profile covers every population the integration will receive and is current with the source's releases.
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 | 100% | Mastered |
| gemini-3.5-flash-lite | Low cost | 97% | Not shown |
| gpt-6-luna | Low cost | 97% | Not shown |
| 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: A profile covers every population the integration will receive and is current with the source's releases.
How it is assessed: Answers a written question on the profile population correctly
Related knobits
Needed for
- N-106 Recognises a profile missing a known population
- N-108 Recognises a profile older than the source's last change
All 13 knobits of Analyse and profile the sources.
Source: Practice the stage 1 reference and review checklist rest on