Skilirium

Explains targets and their rationale

G-655 · Knowledge knobit · Activity: Build the governance scorecard · Competence: Data governance

A target has a rationale traceable to the goal, a supervisor, a benchmark or a baseline, and never contradicts the goal it measures.

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 99%Mastered
gemini-3.5-flash-liteLow cost 59%Not shown
gpt-6-lunaLow cost 99%Mastered
claude-haiku-5-5Low cost 99%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 target has a rationale traceable to the goal, a supervisor, a benchmark or a baseline, and never contradicts the goal it measures.

How it is assessed: Answers a written question on the metric target correctly

Related knobits

Builds on

Needed for

All 21 knobits of Build the governance scorecard.

Source: Practice the stage 6 reference and review checklist rest on