Explains the evidence behind an evaluation score
Scores rest on measured or verified evidence, not on vendor claims.
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.
| Model | Tier | Probability of mastery | Status |
|---|---|---|---|
| gemini-4-argon | Flagship | 99% | Mastered |
| gemini-3.5-flash-lite | Low cost | 89% | Not shown |
| gpt-6-luna | Low cost | 94% | Mastered |
| claude-haiku-5-5 | Low 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: Scores rest on measured or verified evidence, not on vendor claims.
How it is assessed: Answers a written question on the evaluation evidence correctly
Related knobits
Needed for
All 14 knobits of Evaluate data storage technology.
Source: Practice the stage 1 reference and review checklist rest on