Recognises a data principle forbidding nothing

G-109 · Skill knobit · Activity: Set the data strategy and principles · Competence: Data governance

A value statement filed as a principle. Nobody could act differently because of it, so it gives no direction.

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.

Model	Tier	Probability of mastery	Status
gemini-4-argon	Flagship	60%	Not shown
gemini-3.5-flash-lite	Low cost	47%	Not shown
gpt-6-luna	Low cost	60%	Not shown
claude-haiku-5-5	Low cost	60%	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 principle and what it fails to forbid

How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: DP-002 Data is a strategic asset, forbids: null Acceptable: Rewritten so it forbids something real, or moved to the strategy narrative

Also known as: Principle that forbids nothing

Related knobits

Builds on

G-153 Explains the structure of a data principle

Usually followed by

G-132 Rewrites a value statement as a principle forbidding something

All 25 knobits of Set the data strategy and principles.

Source: Review checklist 01-strategy-principles, row 9 (TOGAF; 38505 direct)