Skilirium

Explains conflicts between policies with overlapping scope

G-355 · Knowledge knobit · Activity: Write governance policies, standards and procedures · Competence: Data governance

Two policies or standards can each be sound and collide on the data in both scopes, e.g. erasure on request against legal retention (GDPR Art. 17(3)(b)); the owners rule, not the reviewer.

Can AI do this?

AI does this partly Some of the tested AI models master this; others do not show it. 2 of 4 models in the current benchmark master it.

ModelTierProbability of masteryStatus
gemini-4-argonFlagship 100%Mastered
gemini-3.5-flash-liteLow cost 68%Not shown
gpt-6-lunaLow cost 86%Not shown
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: Two policies or standards can each be sound and collide on the data in both scopes, e.g. erasure on request against legal retention (GDPR Art. 17(3)(b)); the owners rule, not the reviewer.

How it is assessed: Answers a written question on the conflict between overlapping policies 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