Replaces an unreadable metric direction with readable metrics
Metrics with a defensible direction, such as issues past due
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 | 81% | Not shown |
| gemini-3.5-flash-lite | Low cost | 10% | Not shown |
| gpt-6-luna | Low cost | 33% | Not shown |
| claude-haiku-5-5 | Low cost | 55% | 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: Metrics with a defensible direction, such as issues past due
How it is assessed: The replacement does not punish honest reporting and its direction follows from its definition
Related knobits
Builds on
All 21 knobits of Build the governance scorecard.
Source: Graded on its own by dg-scorecard