Skilirium

Recognises a purpose wide enough to allow anything

S-402 · Skill knobit · Activity: Record processing activities and assess privacy impact · Competence: Data security

A purpose no data item could fail to be necessary for.

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 91%Mastered
gemini-3.5-flash-liteLow cost 10%Not shown
gpt-6-lunaLow cost 91%Mastered
claude-haiku-5-5Low cost 90%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 purpose and its specific replacements

How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: PA-006 "improve customer experience" Acceptable: A specific purpose, or split into specific ones

Also known as: Purpose wide enough to allow anything

Related knobits

Builds on

All 19 knobits of Record processing activities and assess privacy impact.

Source: Review checklist 04-privacy, row 2 (GDPR Art. 5(1)(b))