Skilirium

Recognises a reconciliation tolerance with no rationale

O-509 · Skill knobit · Activity: Plan and prove a data migration · Competence: Data storage and operations

A non-zero tolerance on amounts with no rounding rule behind it.

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 90%Not shown
gemini-3.5-flash-liteLow cost 36%Not shown
gpt-6-lunaLow cost 90%Not shown
claude-haiku-5-5Low cost 18%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 defect named on the non-zero amount tolerance, and its fix or the question for its owner

How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: RC-003 principal within 0.5 % Acceptable: Zero, or a documented rounding rule with its maximum effect

Also known as: Tolerance with no rationale

Related knobits

Builds on

All 15 knobits of Plan and prove a data migration.

Source: Review checklist 05-data-migration, row 9 (DMBOK)