Skilirium

Recognises a root cause not looked for elsewhere

Q-506 · Skill knobit · Activity: Analyse the root causes · Competence: Data quality

The cause's mechanism can act elsewhere and nobody checked.

Can AI do this?

People still lead Few or none of the tested AI models showed they master this. 0 of 4 models in the current benchmark master it.

ModelTierProbability of masteryStatus
gemini-4-argonFlagship 83%Not shown
gemini-3.5-flash-liteLow cost 81%Not shown
gpt-6-lunaLow cost 83%Not shown
claude-haiku-5-5Low cost 83%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 other places the mechanism acts, reviewed and corrected

How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: CA-001 scoped to days_past_due; MP-311 also defaults unlikely_to_pay and forbearance_flag Acceptable: All three MP-311 defaults reviewed and recomputed

Also known as: Similar nonconformities not looked for

Related knobits

Builds on

All 9 knobits of Analyse the root causes.

Source: Review checklist 05-root-cause-analysis, row 6 (9001 10.2.1(b)(3))