Recognises a data flow with no frequency or pattern
Nobody can say how current the target is.
Can AI do this?
AI does this well Most of the tested AI models master this. 3 of 4 models in the current benchmark master it.
| Model | Tier | Probability of mastery | Status |
|---|---|---|---|
| gemini-4-argon | Flagship | 92% | Mastered |
| gemini-3.5-flash-lite | Low cost | 46% | Not shown |
| gpt-6-luna | Low cost | 93% | Mastered |
| claude-haiku-5-5 | Low cost | 93% | 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 flow and its frequency and pattern
How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: FL-011, frequency: null, pattern: null Acceptable: nightly, batch
Also known as: Flow with no frequency or pattern
Related knobits
Builds on
All 15 knobits of Map data flows and the CRUD matrix.
Source: Review checklist 03-data-flows, row 11 (DMBOK)