Explains late-arriving data and corrections
Rules for records of a closed period, and corrections that reference their originals.
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 | 100% | Mastered |
| gemini-3.5-flash-lite | Low cost | 39% | 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: Rules for records of a closed period, and corrections that reference their originals.
How it is assessed: Answers a written question on the late data and corrections correctly
Related knobits
Needed for
- N-303 Recognises late data with nowhere to go
- N-304 Recognises a correction loaded as an unrelated fact
- N-332 Links a correction to the record it corrects
All 15 knobits of Design the integration patterns.
Source: Practice the stage 3 reference and review checklist rest on