Skilirium

Recognises timeliness the sources cannot meet

W-104 · Skill knobit · Activity: Capture BI requirements · Competence: Data warehousing and business intelligence

Freshness tighter than the source refresh.

Can AI do this?

Not settled yet The benchmark tested this, but the models' answers do not settle yet whether they master it. 0 of 4 models in the current benchmark master it.

ModelTierProbability of masteryStatus
gemini-4-argonFlagship 84%Not shown
gemini-3.5-flash-liteLow cost 32%Not shown
gpt-6-lunaLow cost 82%Not shown
claude-haiku-5-5Low cost 84%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 gap against the refresh

How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: BQ-003 intraday arrears; the loan system loads nightly Acceptable: Next morning, or a real-time feed proposed

Also known as: Timeliness the sources cannot meet

Related knobits

Builds on

Usually followed by

All 13 knobits of Capture BI requirements.

Source: Review checklist 01-bi-requirements, row 4 (29148 (feasible))