Skilirium

Explains how compliance with a standard is verified

G-353 · Knowledge knobit · Activity: Write governance policies, standards and procedures · Competence: Data governance

A standard names a method a second person could carry out, and its procedures must be able to produce what it requires.

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.

ModelTierProbability of masteryStatus
gemini-4-argonFlagship 100%Mastered
gemini-3.5-flash-liteLow cost 86%Not shown
gpt-6-lunaLow cost 100%Mastered
claude-haiku-5-5Low 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: A standard names a method a second person could carry out, and its procedures must be able to produce what it requires.

How it is assessed: Answers a written question on the verification of a standard correctly

Related knobits

Builds on

Needed for

All 26 knobits of Write governance policies, standards and procedures.

Source: Practice the stage 3 reference and review checklist rest on